{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "from skimage import data,io,color,img_as_ubyte\n",
    "from matplotlib import pyplot as plt\n",
    "import numpy as np\n",
    "def show(imag):\n",
    "    io.imshow(imag)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0x18efbe9a438>"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "img=data.coffee()\n",
    "io.imshow(img)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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wBzw1LUImnJ94PI7x8XFjwtS0CQOQ6U9MTKDRaKBQKPTBZwD6IpMqlYpZgBpdVa1WbVwUSvV63TZlrVYzgaRQRzgcNshBo9YoUMk00um0rQOFAueEDI0012w2EYvFAOxbWXymOnjJNHd3d20eaXXQYiUMmc/njcnRshwfH0cikUC73Ua5XDYGlUqlEAqFTBCRIVK40PdCGIbryiACRgdyvOyTMkVq48pcdd8RwnUZNsdIRk/GSL8Q4U0K5GQyiU6ng1qtZhaF+jY4j2oZUVGgf02tEdIT11XHRcGZSCT6LHmOj/NFAUwexHHG43GbSxVMFKYUToTsONeEXemDIjKh1jAjFDnP3NOcT1UABrVbRsAo1noQDKTCgf/zNxk8F1rhK2XyJEa9X58BwIhAoQg1Nd37VOiocAFuzrdRrdh9jjb2RYXtIOGi18/MzGB4eNjGQO0agEFiHAtNcG6kzc1NzM7OWgik7/sol8uYmprC3t4e6vW6MZuVlRVMTU0Zky4Wi2ZO04dCKIuaErV3hRoYYcXoonK5jEAggEwmY5olncThcBjFYtGilHiPhsFSUDYaDczNzZnWTQHMcdGpzbBkOr/JYChUotEo9vb2DKbgpmf02d7engkADV0m/EYByvUgg4lGowZVUUhwoyqjpZOV/hS1nmu1GjzP64M1kskkQqEQarUagJ523ul0zGpTHwfpQENnM5mMWbp8N60l9pcQKYMryGio/asTmgKf2rH2gUoLhTqFM/eZQmDAvtB394kKE7U0dP9qRB3XwlUSXShOLSWNvNJr+B7lL+qYJ2ynOSv0l3H+NexfoT0NJ1YYTd/DaxVB4bhIW5xT7TPnlO/WkGPOl0JlFK6kXxcaeyMB800pFfO/2pgHA9zMkHXy9LcrZFzmqzAV0D8JLiymk6VCa5DFdJBvRfuumKxaVi5cptcN8sMcJEBdoQkAb3nLWwDsEweZChkA/Q3UnO6//34LwaXPRDXxsbExtFotbGxsGP5eLpeRSqWQzWaxt7dnYbnU2KgVAftRX/RrkPmSYBnFtbGxAc/z8Mgjj2BtbQ3FYhFra2vwfd8i3xhQQHgMALa3t9Fut/tyF+hHymaztqnVoqQ2yI1Nfwz9Q66lQJiI88+cGGUYLkZOJgvAnsf+U4tn4AEbQ1tV+JGR03/T7e5HbJHhk4ExOpDzu7e3ZwKI4cBk5kpzFJJ8ZjQaNTiHjYqKMn1VIOiH4TjY6PxlBJgqYhwvhYn2h5aQ7hNabWSmvu/bHKiVpqHAGnSj4d3cR1Qi2+22CWRaAmS6gUAv8EJ9EoTO2FfSnu/7pqwoFEmBwj2hyInuaVr2HCMFONeZtMXfKiyoCFC54xzwXewnlQB9huf1ov+49ryffVO+xD1DxYTfRaNRPP7441/zff8BOO2WsWDYBlkHrt9DLRF1egH92brq7+C1yqBVG9EN78JSLhSn97rQmQouxUT1cxeuc8fuCiL3mfrso0ePmvbh+z52d3eRTqfNMUumRU1xYmIC8XjcfBbFYhGtVgvZbNben0qlDDKiT+Do0aMoFosIBoNYXl425hSLxQyCAGAMJ51O23p0u13LfWHc/dbWFgBgbm4OtVoN5XIZOzs7KJVKlqPRarWwvr5uVgSwH8lCxs8w50QigZGRkT4Iy/M8g3XIfFKplEF99DnRogN6TIA+qkQiYXBPLBZDqVRCt9vF+Pi4PZcJpIlEwoQY/UIqiGKxGOr1ujEPblJadhpuzDnUpENubhUQfBctOaDH2GlZuWtfr9dNEHP9uR5k0oHAfjQWhSKtUAronZ0dxGIxxONxs/JorQIwq5FCjxo6ISG13DRMmtdxfrgvCfdRIDBPij4phag4N7QgGS2ngkNzqJrNpsG0pFfyFipb9F2S1pW5sn/cl9lsto8xcyxUalS4abIy188VOsqvBgXKaOAEIxs5VvXl8G/yBM4prWkiHBRWHNvu7q75Aklz9P/xHQqpue2WEzDA4HBdTpqr1XPQCmEBNyc1quBRv4c2tQz0O7Va3HsGBROQ2F2T1H2G28dv5Bod/+zsrGlJdKhSmyIxUUsHYMKITKhWq2F3dxeJRMIcs57XS248cuSIOfwPHz6MYrGIcDhskWLdbrcvrJiaVDAY7NNAyZS63a4RMwMBqCUmk0lsbGxYOCuZOi0w/iiTUNiS0Jg6M/kcWhR0whPLjkQi5rdhKO3Q0JDlw8zNzSGdTmNhYQHpdBojIyNIJpN9FRA0H4NWGnH7nZ0d1Go1XL16FYuLiwYjkmFreKfCX5wntdI1h4VrC8B8GqQ1avH0VZFOCFux77Qg2G8yKIbZ6j7SyCcyW+Y1qbDkNRT89Ds1Go0+3xitIF7X7XYtUZP9Uye85gupD8O9joKKwsv1sxISJjMkQ9d8ENI/+0XIjXTK+ed71ZqiQsJ545zqOui1ur6631Xh5HWqfGhko6I7Gp2n43bhRt5DQa6h1bTiOZecLxWYpDeF0wiVD2q3DERGKGAQXAT0JxmquQz0Jyiy8TsN71QicQXIoPuV6Ss8pc93rQxlOGp1uXCZ21xr6aDm+72yKsePH4fneeYQp7+Bz6e2RWYxNTVlAoDRX77vW0CA53koFAqIRCKYn59HoVAwsxkACoWCbU4S4u7urmn7LCdD4uS8UjNirgk1n2PHjlmmP53lpVLJrBVqoJxDak20TDqdDmKxGHK5nGnx8XjcNHLV6hgFRQ2+Xq8jl8thcnISDz30EKanpy1yTRnsm1msuiZKM4NomJYBN26r1UKpVMKzzz6LCxcuoFQqmZBWv1O9Xrfwa036I1SnMIhCvWSWhPAodOkD0oggzjM1c8/zLEosEAhYXhH9JBRgrVbLEnHb7XYf/blJggwq4X2qfFBz5r5gWDCZLZUmV2OmcsB3UPFRpUPfy0ZljDCW+phIvxTotOJJ98pL6CehJcKyNWoRkJ5IJ1T8OLeur0ij6zgvZPSEM6mEaCIk6V1hZM4LLdhgMGgRfXwm9zh5Bi0+JkgTEgPQJ7jpWywUCtjb28OP/uiP/t2AyFwrgiY10B9qyIVxoaNBz1Hh5AoXV7CQ0FyrZBDE5lpManW4bVDfXIbl9ssVNhzz9PS0MSluMEIce3t7GB8f7xtzPp9HqVRCNptFp9NBpVJBINCL7OKYtre3kc1mkUqlsLKygmPHjpkFs7e3Z2G3wWAQmUwG1Wq1L5dAQzyB/RIWtFpokmvZEMI+FHrcJLqu2WzWCJ0bsdFoYHh4GJFIBMPDwyZ81MdA4cacF8I6qVQKP/ADP4CTJ0/ahu92uxZOfJAl6VrOrjWpn+laklHSN6ZK0vDwMB5//HE8/vjj2N3dxbPPPosrV65gY2PDICX1K/BvCiq+jwyP/WHotTp8uSYcFwW4a/1RcBOKZEQZ4VDCSbQOaanQ18f5VFiMPgDuLwo++nd0jhWe0b2g4yPdqdOdc8VncrzKO5TZu4xZmb3Cd5q3wqZBAi6cSWGv/SZN83q1ZjShUiH2QdYN36F7nkoJ547vY7/JL8nTuDZKN9zD6gMiverakU48z7P1LpVKFlg0qN1yFgzQDwOoBaPfUworU1emwAkcBKvxHhIYF0WZggvNKYShzxrUNPLDtWD4DPZVr3GbClGgl1tCYqC2zhpS7Xbb/CiMatIQXb6r0+mFMlOTKZVKaDabGBsbQ6lUQjweRzabRalUQr1etwKVvu8jn8/fhDnTcmH0EXFbarnb29vodDoYGRlBpVJBMBjEzMwMrl69ilarZb4iQnee51lVAcID2vL5PMLhsIXENhoN08DYL0akpVIpfOQjH8H8/Dyy2azNqbuB1RoeBEXyhxvYhTeU5rhWmieg4cmuUqEKCptCbufOncN/+2//zWqCeV4vcoxh3M1msy+gg++jv4dhptSafd83fxjnjeHhTKzN5/PGRAqFglmHWgaGAQ/qF6AvQRmdG2HkavfaCPnpHLRaLfNpMbKQcJlCPXyvBkuwr6R1zjGtPwqkVCplvhDCs7TgKIh1LOoH0b2lsDh/k6b5fhYfJcOnZaJ0RZ5E64v0owJCi3DSqudvAH20ynfS58J5YDg2lUAiEpwTF6Kj8tDpdAzyDQaDmJ6exvve976BFswtKWCU+LiROVmuINB72JR5u34Q/u1CXK4l4goXlxG4mooyDtW4XEblakuu4OS1rmV25MgRY1jJZNJw/EqlYglSJKJYLGY+hfHxcRSLRWMo6XTaEhbpg2i1WmbBeJ5nYclqQU5MTBiE9fqaGTwC9LTFarVq42PpFRJvu93GHXfcgb29PaytrSEQ6CUj0oE6NDSEarVqfxOuYQ5HNpvtKy9DbVyjwLrdLg4fPowf+IEfMB+Du7buepJWaFm5Gucg4e9+NsjaHHTPIHiNDEaZj9tH5onUajWsrKzgT/7kT7C6umr9pfZLpzed9xwfn0NlJBQKWXh6tVq1uWQibLPZRLVaNeFPS7fRaGBoaMh8WWy0SLVUDS0EVagoMBRGIzQD9Gf1kzHzGAVq7BS8FBK0ZlhcVQW6hiUT1iHtlMtltNttDA8PG7SrPhrCdKR3zjH9TXyfWtuE+dhf9Y+R0asPptPp9CV6Evp0acVdZ/72PM8sTZe+qaBx/qh8UBnk+qTTaQt2UOufQlCVPO6Ver2OYrGISCSCyclJxGIxvPOd7/y7AZG5woXSn40TzaaTqlrKoOcOYuCKsWsb9CwVPGoOD2JartBRQclnKZzganRqIczNzZmwJEZMX8XIyIgxJWrNkUgEmUwGw8PD2NrasmgY5p1EIhHDoelAHh0dNeJlJj+tpeHhYYNJKHDos2CjpscNTBiOuPzk5CRWVlYA9BjS+vp6n3NUoRkyF4UdyBDpK+B8VCoVtFotzMzM4B/9o39kWrbOqSoDur7uhnbpQENJFRZRRULXV9dfNVlde1cQEYYB9sOPCdGwT0zcjMViWFhYwI//+I/jM5/5DM6dO2dC3fO8myyIbrdrWjgDO6hoEAryfd9weGq31WrVLNdEImEWMv0vhMh83zehpgmi9H0AN5cwIoxJbF99Earl6950A2k4V2SarI/mohPuXnOfR2iLiANhVgop+lfU90BLkAJI+8k+KO2wUQkijXGt3SAC0i7RFe2/WqkUdOq7UstQBR/7RyuVyZVEHdyq1+yDOwb1jdKPRwX1oHbLWDCZTOYmZkwidRkvfw+yPlQgHcS0qV241oPLYFwCUmGi/eB7VLC4/dXn8H8XitH/I5GI1RGjOa2Jc2S61DjJDBqNBmZmZiwTn3AV80UIGZRKJRSLRYNDWK6eOQGe13P0crMRFqHWw+ggEp1GfVWrVdPM7rzzTgQCARQKBWMsLLrJOSZurmeDkEHmcjkAsHI1jAKr1WrIZrP4iZ/4CYNQ3LnURi3XhcaooXIO1YLVdeZakm7UilYlZdB6upas4t6EuwbRoed5pgBoX4ivkyZffPFF/NVf/VVfNWtGfxHOaLVattalUsnex3N+2u02tra2UKlU0Gw2MT4+DgCmWCSTSeTzeQDoY5ScP1ok7B9/E7oMhUJ9Yb5kjLoP6VfiPKiPU/NcGDobDAaRz+f7hD8ZL+9nLTEKLgpFhXtoKdGSUm2ewpMCnnuR/SHdqoVGYUkhocJE/YwUxlxLKpDsG/mARvlpAqgqllS81RdG+kokErY/uA9HRkYMxdjZ2YHn9Xy1zJuiskFlk3uXglhLPgWDQbznPe+5tSGyTCYDYLD/hY2LqBqpy0xcAePCEu71qvGohupqpoPuGSTQBjUyGI7NFY6uUMrn88jn8+avYC4I0NMihoeHkclkzBLh+xmlxblUguSmTyaTWFtb62NsFApkEBQgDG1lPzVXplKp9IVAl0olK0YZCARwzz33WCkRYvyE6hiZw3IxbBrVMzo6apuaG4eb+3u+53vsoDCFIt15JSwC7GfSU8tXCINrqRDBIEHjKheDaM9dc7eP+hl/698Kv7iKE5kS10bfRdoqFov4D//hP5hSQB8VmSytGVUWtre3TeEIh8OYmpoy+IaCSYUba9IxqITMlOOg5s/5ZSgsw6PVuuHnwD5MqZCn7+8nn9KSIrPlnHFdCf143j5Ep1UfSE+EbemwVoGkEVi0NNhfrdbsRqoRugP2Q7vVGgNgzJpjpQ9IlV4+k/NNC5EBMxSOjAJk8AstcqIbrCuXSCQMBozFYlbvj++pVCp9cDqTfBkyXqvV7HA5Fq8lbKY17d797nff2hAZIa5BDNfdaPq9u8G5UCpQ9B36Ln7PjeA+S9+h1otrIangoBB0+w4MPtLWHV80GsXMzIxlVheLRYRCIYsMYsWDVCqFarVqkWEbGxvm5CyXyyYkWJCwXC4jHo9jfX0dwH5GP9B/aBEhES1XQoJW85/JbizFz9DnUCiE+fl5c5iSgOlAJsxSLBbttELG6gMwh7LOFzXK+fl5fMu3fIsV11Sm7QoXDdOmY1lj+jneQUJFtUxd/4OUMdeKUctYhR2wH0VExkIBowKETC0SidhccD7IzBm6zOMBeH86ncbP/uzP4mMf+xhKpVIfw6LWTQFPuioWi5Y4ynUmpMYoPVqOFByur0M1dsJgZJhkwGSOarlowAv3EAUEBQvHTsWARyQohMS5pnXEvqpWT6Gj4cB6No3CQxqSTEZKK0ThY/pW+LnmGim/UfqhZce9pzTMuWXjmNkf7klaMfoZFaqhoSGrKsC1o19ODy9jmSDyDVr53AOs9FGr1RAIBJDNZu2dhDaVtge1W0bAuPj0QYzDtSS4KC7zHsQM1CoBbi597WqpnDzXWuKi6m9g3wpiX92oIT7D7RM31D333GOLzw3CEOFcLmfMd3R01M7joLOXzjsAVro+Go1aeDI3AaGAnZ2dPiaayWQsV4WRSdFoFMPDw6YFarQRGc/q6qptSIVRCOnxWt/3rQgmM+LJcBiRxIOPNAx9e3sbExMT+Imf+Im+8vsq6Dm/3DwMOFDFQTctNUJlGLRwXKHDvigezc8oKJSmXIGi1iN/kzGRMfA6hYQ9b/9oYjJvRg56nmfVDniMgcJL4XAYv/RLvwTf9/Hiiy/i937v9yzyLpVKIRwO27OZx5BIJKyY587ODlKpVF9VZAptMmeFwzQkmj4LMnQmAevepM+NVrkmWHLu6FuixaaRUAqHkkEC+xFbtKqZFEqGTEUqGNzPyud1qlAywEWDB2gRcv2oKPC0R+5h7nteS7qiEqXWm0JnbAqzaWPfSJP8UeFOOgyHw8jlclaVQmEu5skwglND/jkuWqetVguFQsHojGvG86U6nV4Nw78TAgY4uET+QVaLKzD0Hv3ftVxUCLjPcp+hZrO+a9AzXR/NoH4PstCAXpY90B8Cys2dTCYRiUQwNjaGdDqNtbU10zDoaOOG8TwP29vbCAZ72ekjIyMWqcVyJoRYSKBMlKNAoIarDJ/aYbu9X86dUWXUKnkNy6J0u10TfLRgisViH/5MhscKyb7vW0RZq9XCd3zHd+DUqVNWEoZN55HMmXOiFhk3LwWEbnjVDF1YhoJjkN+NTOSgNXWVHbcPGqFDxjNoPG5QAaPsCPMow26325Y8q/ecOnUK9Xodn/vc5/oOjGo0Gtje3rbjnmkpES5h8iqrCROO9f39vDSORX0lZEKat6MIAGlEHcuuz5VRjFRcqtWqWeIKMZOGuJ6s0EDFDBicy6JMXq1n0oaGyeta8jlqrXEPaZ6JwlW0IHiN0gLpVZULLbtCa1EhSFWGFFGhYNakUT1WWn1J/F9pTxEf3/ctfaHZbNoepqDJZDJIpVLmryN0OKjdMj4Y5imoVeAKF1cguExeN7XLwPU6vcbdxHqva1ENEgwqcAZBYAcJGX43NjZmWfYa705zN5/Po1KpYHh4GMViEcB+yCSZTbfbq4+1srJi5vDY2JjBZbyOPhIyGC0wyu/C4TBGR0cxOjoKAMYMarWaEVqxWMTW1pZpM0ePHkWj0cCNGzcMmuPGIlbLcVMj1ZyObDZruG+320W5XMYP//APY3x8vE/r0zXR+aaAAPor0QL7ZcWpgXa7XcPyD7pHNUoVKgetoW50pQm9h02jmdTSISPkD5kJGRcZHJ/H5yQSCfOTsREacS3yUqmEL3zhC3jllVews7ODZrNXUZpaq1oItFbVQU4GTYiK/eMYOIecZyo11MjJlHlwHaEZTbYk82QYMS0hwk6u1ch3DQ0NIZPJmICg0qWRVzo+Wh5qPVHoaXQh/Sm0WGhhUPgRjvN931IG+B0FCNdHLVYGb1AYU5FTK4tClfShofeMIKMQovUB7Ie+e57Xt258pud5FsxDPkMEodPpWDg8v5+amrJoUubQpdNp868GAgE8+uijt7aTf3h4+CYpCgwO+QXQpxGpADoInnoja4L/s6kQcmEwF293mYgyJ2pGJGBt4+PjGBoasmNytcR7NBq1bH0SDTcEI0NSqRQajQay2az5QFZWVhAOh3Ho0CGsr6+j3W7bczqdjoX0ctNQGNF0zuVyYDQfGTGhCkIxtVoNxWIR6XTaapRtb2/fRMgTExN2gBeFmhaZDIVC4Jpz4xeLRRw7dgwf+chHTKN2mTf/Vz8J/1enMMdFC4tCTy0btVL0tzpZyRhcenGVEFcL1N8uTbk0Q+almrzmhZGOlL7JsDl/dNiTXjg3rPumNN5oNPArv/IrBrMx3yWdThssyVNCmWvFSCXmP2mlBgoQav2MYFQB0u12zfEciUT66nYB+yHaFIasb0Vhx35z/3GtWJ3B933LqxoaGjIFRiFotTrUGqaiQQuIMDUtNCYdMqiBQkMrBrB/nGe+B0CfNaSRZRTGFGDq5+Fc61ENtO4pYAKBgPlMKHAoMJlsS98on69oDACDHukfpc+FPILHm+uRG6RH3/dtDv7O5MFQGg8SKgo56N+qEer36kB0LR9XmLlWhwoYFTL6vEHQCRuJRYULr+OmULM7FOod1BQOhy2xTWs/dbtdg7LoExkeHka5XDaoKpFIYHR01LQ4HjbmeZ5ppGQqGttPfF4r8BIy0/j7arVqgu7o0aOWcKVHAZN5ECJjKCdhB2aWz8/PIxQK2Rkw9Xod3/7t3463vOUtmJiYsGzzQZCnWhsqaLhpFUOmoFELxnWkuk3XVN+hdKm0qvTgPod0oQqPS6+qkfOacrkMAKZQUAnRd7mMslwuW3Y2hVAikbCcJL5vaGgIP/MzP4PPfvazuHDhgmWkq7+FVoWr/dJq4PPpAyGTJMOkJk9GpaVptCy+7++HOrPRMuDeYC6PzjXhHj1PRjPi3YRgBkYozetzyMz5Dr6b1yld6ZpqJBjnRhuDEbjuKkBU6Kg1TibOz7UMDvuuyhTpgWus8685RWqJ8R6FzBnSTR+WClzld1R0KSzfqN0SFkw4HO7LgwH6Q5IHMXy9zt20KoC06ee6oC4EdxBEx2do/9h4rW561X6p4WWzWYtBVw2QER5c5JWVFdPsSejEtUdHR80R2Wq1sLW1hYWFBUxNTaFUKuHKlStGACynTsbDPJROp5dPk0gkkMlkbHx7e3uWJ0Fogng9/S+xWMzKsQC9sGYKrng8bqdZUkPTiJxYLIY777zTwqIZNvvTP/3TSKfTfRWCXYtUhQo3stY+IxMj3KcRRLrxDxIGum4AbhIoXHdeo/e43x10vdKL9sWlP76fFgp/U2ul0OG8cr2orMRiMYsuY2NgCN8TCoWwsbGBT3ziE9jb2zNBlEwmra9qqSg8RUyffjqusTqTaa3SciFNqrClQCKdUSGhD4PvpILQ6fTyenhUAOE9YP/8HT2Lhpnqem4R6ZdzRgGkygr7SqFJRSUQ6IU6U4BR8Ha7varQZOgutMr1A/oVEwowvof8gz5HWn5a5YEQngaLNJu900w1YAaAoQu0alTYMIrw2rVr6Ha7mJycxOjoqO2lWCzWB6PrezWaMBgM4r3vfe+tC5GFw2GfWrs2NzpBBQT7rZE3g6wMfjcI6nIFiCu4APRJaJdwqLmoNaQWC4nK932Mjo5ibGzMNFI6J5kASfxYrRzX4Uzsc2trC41GA6VSCcePH8fU1BRarRaWlpbQ7XYxOjqK1dVVAEA2m7UzXcrlsjnuxsbG+mCESCRiZ22TiVUqFWxubtqmP3LkCLa3ty0kmrH1urm4CZm8R621VqvhwQcfRLvdRqlUguf1/EB//+//fYyMjPRBYvzNOaYSQKFFhkONc3t720qbUKho2RKOSWlCaUffp/SgWj9pwqUpdXi7AsZVTt7of3cfKhSmvh0ymECgFzaqihiv0Z9wOIx0Om3PIGym7+12u1hcXMR//a//1TRuvp9MCdiPgmN1ZTJrZcqEeDXqSPcFr6EQ0CN5Xcal97VaLaMbQqz0tZAJ8qRUDZSh1UrN3rUE9DRSCkENx9YK0ypwCPUxWVHXVf1fwL4QobDWNaRwdeErKlVEDwhZU1FlrhuVKkZ+UnBovpHyKK1SHgj0ahGura0ZDyLkxlpsFPSkPc2f43Oi0Sgee+yxgQLm4Piy/83NdawO0vgGwVgulKHNNQfJqFzobJC141o2g6yoQf3RiBp+nkqlkMvlrD+Ex7hgzGnhhma4LTceYYBUKmU4Mw+VmpubQzgcxurqql1Pnwc3Y7fbtUODut2uVcVVE1srCadSKdRqNRMa7NPGxoZVExgZGTEh0mw2UalUjHl5nmcOTMIoY2Nj5tj0vB5kd/LkSUxMTPSdeKjrqdiz+lgUctjY2EC1WkW1WrXYf24itXR4r8u0uUbuNS5N6v8qIDRIhH3X3wdZ3oMUGrXC+WyFAymw+Xtra8vgUdW+VRAzCkvzSbj2Kizn5uZw11133VSM0cXsXatDlQoy6GQyaXTBPujf9LdQOJIha3AD55t7QvM1KFzUSa9zqZW9XWFJgUkrkIxfoSZNvARggo9jJ6JAJVFRDc4BEQcKEq6nWqJqhajFRCFMBECVGcJcfB/HxyAhKq26/whzUaASCeHxBnTec4ycZ0V5NOeJfG5QUIzb/kYWjOd51wBUAHQAtH3ff8DzvByAPwCwAOAagI/6vr/zRs8hRAbcXHzSeV/fNe53gxi+i32rsHFDLPV6Nhcqc60W93t9fyQSwejoKOLxuGkHACyjlmYoF5aOz0wmY7H/nU4H8/PzWF1dNVM5Go1aCZa1tTWLFNMQzlwuZ/BTq9UyH0g4HEY+n7eNxqRKoLcxJyYmEIlE8Morr6BUKqHT6SCXy2FnZ8dya6anpw3nXltbM4HHUGPP6x3jy88BYH5+HqlUyjbAz/zMzxixcx51IypTBfahGjIoMk36lugb4hpwY6ol4FoPwD7U6VrCbMr0B8FZ7j2u1e2+zxUqSpeuNaI0qNaU9lWZEhkamQOvJVMgbEVHMefPtdZ/4zd+w8aq54Ew8oiwFPcQ5y+bzVppEzrmVZhwXbrdrlUvBtB3voxCwfysWCyaVcS1J5SXTqctupJCmgyRljnpgpo4K3FT8HFNGPKvdfU0EVOj2tSq0eRKLWbp+/s+HjJk0jWjuahMUkioEsx3abIlaYD3c175buYyca9yTVTZrtfrdv5QJpPpO6cJQB+N6N6LRqPGoxRyjkQi+NZv/dZvmgXzmO/7p+Thvwjg877vHwPw+df//4aau5GAfuiC//Ma3eC83/1fNzwXjddwgyhsplqz9kufp9aPhpHqZve8/do+QG8RiHHzvHQNaYzH40gmkxgfHzciaTQaOHnypG1ynp0yOTmJvb3eccflcrnPzG+1egUwVaPnQVskOApJ3/ct2YrjUqHBIpiMHovFYpicnLQNwwxfMjdGDk1PTxtj4Tu5UWq1Gr73e7/XrtV51Y3Fv/WH4cWsRcU+al4PtWSuwSBlRS0PVUDc9+r6u1raIKgLuLnIodKOK5BcutVgEL3ejQxTa0WDFhjcQcVEndAUzrRASZPqhGb7wR/8QbtX80g4TvWx0CFP36Fi/Qp1ATCFh9YEmbgyf15LxYMh7dFotG+czN/QumGcJ7U82GdGulHJI/1QqDGPjAqQlhQi5KrCnw5/fQf3gq6VQnSaIKrrwrlSOJL8hH+7lrDSKPeMQqOs66c5OEAvl4r5K7rvdK3JkzSAQa06zSNT+h3U/jYsmAd83y/IZxcA/B++7696njcJ4Cnf90+80XPog3G1vQHvs78VmlDtUs1l/Vs3N69TM53XKwziaq26yZSoeC//ZpFKN06d0BIjWjzPM20hk8mYkNjZ2cHhw4dtQ3Y6HQsdHRsbQ7lcxtLSkmlPHMfo6KjF+BM6IWFNT0/3bQ7WAQuFQn2nU/LYYM4DDxo7ceKEha0yRyEej2Ntbc02/+zsLBKJhGWCh0Ih1Ot1C0ceGhrCE088gampqZuYFufeZZwkZgonat20XIiRq5+F6+GukdLPIEvjIIHkKhZkKu69rkDgvYOiz/Q9LlynitAgKE9pUK8hfMLfFPrKtJUB0RdIC1d5QaPRwPPPP4+vfe1rFhygWjTHyFMQCRuRvmjB0MIhM6YSQ+1cx0KfGpURMjfuHT5D/6aiQt8IgxwUKiSD1CAA9i+VShlkyMhH0h0VFWrwtM65b7j/OG8Ko3G+eC3XjYKOn7mRgaQXTYDUAAqN4FLeRguD0WcM6WZV9WCwl7+2uLhofWDUKPtO64RwGsdC4asGAOmUtPed3/md35QwZR/AX3qe5wP4j77v/zaAcd/3V1//fg3A+KAbPc/7MQA/BtwcfeNu2EFCcBA05Wp+6pM5CM5wNdFB2q5rPXFitQ+BQAC5XM6sFsbK8+hhll3Z3d1FKpXCoUOHzO/BrH19R6lUQjQaxebmJoAexLS3t4eVlRVzxjM82PM8zM7OWj4MixbG43FMTU2ZZkatrFqtWimYSqWCYrFomlq5XMbc3BwWFxfR7XYxNTVlUWasWUXi297eNoJeWFiwBEz6ZhKJhB1klkwm8YM/+IMG3wxSEFQbJ3Og6V+r1SyPh74hAH2wga6lrrm+46B1P+h6hV1cK0ZpyX03P3OVHL3H7bdrgSvtqeLjCiv+r3NHy6TVallEEjVkhsTzxE8m2jGyj7j9O97xDmQyGfzxH/9xH+OpVCp2Pg/9bmqN0l/CdSZTpBAj7MTgETJL1Z4pEDRpkIoMrTCWPdJillS4eNaRJvDqqajMbQmFQqbR8x2sJEH6YrACBWMgEDAkgGiESwOcLzc6Tb9TS4H/UziqRUeepoKJgo5/a84MhT1pgzD56uqqKYZcA7V66J9VqI5CUouvKi0pGjCo/U0hsm/xff+tAL4dwE95nveofun3dsxAE8n3/d/2ff8B3/cfGOR0fUOzy7sZNnv9mX2T7gocF97SdwwSVGoSq5btCiigp8mNjY1hZGTEBAqJPBjcLysejUYxOjpqREeoi9oaF873fayvryOTySCfz2Nvbw/b29soFApGaCxTPz09bUyXG4Mh0dQg6RitVCrWP25WwhZ7e3uYnZ21aLOhoSGMjIwYQamvhgwegCV9+r5vh4Kx7lWlUkGlUsETTzzRBxHovAM3HxlL5thoNOyHVpYbeqwRR8psD4I7laHrWgP9gQUHCQ+lCzJKpUt9h9vcvgyylN3v3b6wv66g4RgUKiRznJqasmcpfEY4qNvtWll3FYR33XVXn2OeIe9kdMq0u9393C1+T2Hl+76Fv+peIjRERIHRWSyNT38NaY50ppFetPzV96GWHGmFY4hEIhYBSQHGkidazkUtJOUPhCJJkxoqTzrQOVJhwz6qj5ECRfeErjGbhnjTCtWcGZfGuSZMjm61Wn0pBVwftWxpMbo8lmNj/1RYvlH7WwtT9jzvXwGoAvhH+GtCZK8/56aNpkwduNlSOUgguRqhao6DBJprMbnXDBJosVjM/CY8u4XEV61WLcY+GOyVzchms6ZNNZtN5HI5lMtljI2NWakVvjeTyRhDZal7hufSwQnsJ5nRoslms8hms9jd3bX5Y20vamg8VZKaazQaxfj4ODY3N1EqlXD48OG+5ETCbdQOObbh4WHT/kio8/PzKJfL2N3dxeTkJL71W78VExMTN0FYytjJXLjZuOl5HonWPVNhpLkFrmXAjcxN7WqDKpT0PpcO3U00yE+odKT5CQdd477P/V+Fyxtdp9dy4/Pd7AetCVYHID0C+yVqAoGAQZmkJfa/2+3i6tWr+M//+T9boIhG6GmoMp+l/WZYs1qthKXYX836HxoaMj+SWmJ05rtnvAAwocT1pqCgBez7+3kcLNdPuJV0O0hj73Q6prTxmRSyHIuGBOuZQxyfCi5aKxyX+nZoVXCNBt1DumekXCgU6ov806oKVAgCgf0ABEawcp+xmCfXS5VAzhmtQlpKhCOZv+f7Pr7jO77jbzcPxvO8BICA7/uV1//+HID/F4D3ANjyff/feJ73iwByvu///Bs9i1FkLgNnU4agklOhKqDfL6PPUYJXLFHGMtAPMwgG0z6Njo5aBAxLJrAyKbVILiBDf0kIjK6am5uzkvzpdBobGxsA9qNCmE3LLPpQKITR0VHLbdHcFSZBKoZNBs2+NRoNbG1tYXZ2Fmtra4jH4xgZGcHa2hqKxSIymQxmZmascOLOzk5fFjUF6MjIiEFyjJCbnp5GKBTC1taWlZH/yZ/8SdsM7tq6woVzxhwfLaipUTwOHd5ETwrXuJYN15X3KhN3fSUqlAYJmYOepdeQ0bt9dt/j+qNc68Tt60EWkvsdtVEVJKRJ9o9Mg4yJEC+tBc770tIS/vRP/xSlUqkvh4SQDKFYjtn3fTsZk9UcSNMcF4spKhP2/f2QXBcSI6zEvU8fCa/XkjCEUylYeAYOA1sIw9F64tlKtBSA/eKfamnrmquSxPwcCikKLDLtcDhsc+oqO6RX/k8BRyc9gD6/DC0P7hn6g3g9hRcVx3a7jUKh0Eczai2qBaxWIPmPhkuTZqh0hsNhfPCDH/xbjyIbB/Alz/NeAvA8gE/7vv/nAP4NgPd5nvcagPe+/v8bNtdycE1D18KgQFDBoDigTqIKIH2H/q/vPwjrdq/LZrNWuiWZTNrBPt1uL66cRE3h4vv754wDsGirQqGA3d1d5HI5rK2tGQ5Kk58HCwGwzcPS/XwOy2HQ+mFfmT8A9GCs7e1tbG1tIRgMWjG7kZER860Q4iNzYZABrYlut4tisWgVASqVih1zTGhM6019+7d/u4VwuvCRChf9m7AY+8DCjWQqunnZXHqhg3ZQDgaf6+ZkuM88yNJQy8QVKK4gUJ8Stf1BcJhrMSud6bUHKWC89qDPKSQ4J1rsk/1UyLbT6Rj9EqIKhUKYnZ3F448/blo7553MkM8jpKplWFjHi3NCJkkGxmtYcJVCiOujWeRq9ejcaM4OC1eqZcQ9SEHC52lEmJbDUUuFTQM8NMpKx6W8iP0l3RJO1d/u9wrv0ori9+ozIc1ofzhnWrmAa+3SlAaA8DsqG/R/kXbYOFcaAfhG7ZbI5A+9XuzStSxcTP3Nmm5MF9pQK8jd3KpRAP1whmvpZDIZTE5OWn8oAAgxcNF0IxCiOnz4MDY2NnDo0CFsb2+jWCxibm4Ontc7yjQcDmNra8sCApjAyI0xPz9vDJ+LTq1paGjILJx2u3f8rX6/vr5u2uTIyAgmJiYsIqxcLmNmZsY0n83NTYyPj2Nrawubm5uWU8MSFIlEAhsbGxZavbCwYJAgsdof+ZEfseQtd77V0lRnPsdWqVSwtbVlTIlE7vpEXAasa6UWgX6nVom71i7dKdSltMPmWiYHCR73PS5jHLQH3wgWU8vdhfgOsnAUMlNGSmuG4+FPOp02LZXHE1MQffWrX8XnPvc5ADDG7UbxAfsRUqRh9bswL4tV1N0yMRRY6l8DYLCOhg7Tp8g1IkP2PM8s+na7d6IqKzmzsCcDbTTiU2uaAbDoMg2W0IAJYJ+WKSzZD81JAtAHt9FC0aRnpZFgMGjKAC0jVs9WGuVzKBQVuuQptJxzrjPnK5lMGvxOoUurRJELWnkKx3EuYrEYvuu7vuvWzuQHBjvagX0n7qDG61zhop8Bg8M9lUGpAHMtJX43OTlpzlIAJgQ0BHJ9fd2gK4UaxsbGrCRDp9NBqVSyiK7t7W2EQiEUi0UEg0GDsvRMhqmpKat0Sm2ehMIy2yQa1hrjRq1UKgYVsDQ+Q30bjQYmJyeNoBhdRHyawQCe16tAEIvFsL29bYL18OHDAPZrU3meZ+fWuOG87txzbvlDKIxH9bqx+Kppu8JF100F2CC6cbVEl1bUAUsrhxtdYQzXqlYaPshSdq2ZQc5SfdagH1fYHWTdaD84Vs4hLQOOT9fE930LCafwocYaCARw6tQps04GOag7nY456YnTE0Ijs6eywkKW7fb+2TBqWfL5riOfjnZq3ewLtXxaQWpd6Z7RnCE65OmzoNWmtd1cJIRCQJm9JgNzTErDtA7VcuTc6tq4Y+a9wM2V3pVvKZRMIaHWvSoJauHzOVQ+SJdaOYBzSGHO97l9cNstY8FkMpmBjnegH5s8qLkwmOvwVQtGP1fTVt/Njez7PYfaoUOHkM/nrdwJy+szZJNZxuVyGcePH7eIGWos+Xwe2WwWjUYD6+vrdj4LcWENHaZWRSc5s5Vp8nqeZ7g1BVgymUShUDDnbDKZtARJOvdnZmYQj8dx8eJFFItFTExMYHR01PICeKBUtVo1GKxer5vAYDXaZrOJe++91yAxjjUSiaBUKuFnfuZnDDLT+dT51qzobreLzc1NlMtlVKtVlMtlqyuloebK1FWDGwRl6f+uT0OtGtKZe41rDbj+OD6XDEyFqUtzSl8uRMZN7ApMhdvc8XAe3e8GCdRB41YNlE51WjUcBwUCzwAiHdNhXCwW8ad/+qdYXV01ocHoPjIg9QuQSVJIMEClUqn0+V+4nmR4jFIjDBsKhayKAxU7rXBMYUHLodPpmMKVTqcxNDSEWq1mhVpjsRiA/dwdFUqcU9Kq+ps4Vwrdcl4pvDjHqhRpXgzpT6PLuE5UAoD9Ez8JtwOw5GiN0NvZ2THBrX41wnzcv3yfwmT8jN9rZJkKwNHRUSSTSWxubqJQKFhu0Ic//OFbt9hlSA4ccze2bhBuVpcRAAfXB9Pf/Fs3sYaYuteGw2HMz88jEonYEcEk/Ha7jVwuZ6XRWdeHBMfic9lsFlNTU9ja2sL6+roJJjIWRsYsLCyg1WpZtn86nUYul7OaYCTgcDhsYc7EWQHYAVIsM7O9vW0RJUygojUUi8XsnJhisWhOT2pNo6Oj2NnZwdDQEE6ePIm9vT0UCgXTYB5++GEsLS1Zv6LRKAqFAnK5HD70oQ9hdna2T5izkdY4jzS5d3d37fheWk6M/FGoC9hnrKpdKrMdxHjd96vyoIJDQ0gPesYb0RPHrKc0qtBQi0K/V2f7GwkNV1C8mUBxP9O9ToZCZkxhoMma7BNzRsiUI5GIMatf+7Vf64siJNTFaCXOpx7mRaFAZYi+SzrrefgWrQmtBEHYlNGZPO+EwpDMH9g/GdNNKmW9PPIAVr3Q0kUu/MlcLNI7fVB0fnMeGfhAoarhvZr3QwtQf1TA09oZGhoyJVSfQ6HLJGktEqp+I92HfCewn5RLvqJChetGyFyVOIY50x9LyOxDH/rQrX8ezEGbhk2Fi7tpBt2jGpHrQNVnuQyFjclkhKxoYbDOD53829vbGB8fx/r6ui00Qz6npqas0m8qlbJNFYlErLZTJpMxwUIsWOuRccHp/wgEAhaSTO2l0+lYqe1KpWLmL60rJlMyGIHCZmtryzQmQnnM8o/H46jVavZ/IpHAiRMn+iLTNCLukUcesdwbXVOdb/7QkiH0pOU51PEJoE+LIrxCQa9BAgeZ6i4U5Vol3FTqR9B8kEHKxyBa4zW05tTidmEzF57VfrwR5OVaNX+TRobEuVW8XdeJEYGEs9QHdN999+H555+3ABQVsO45LwqBaVQY5079RKR9Mn3e5/t+XzKgBhJopV8qTPTRMLlUE0lJb+ybhuvqHKnFTdphoABpEEBf9WYyZ1VgFaZUq5X7j/Ae/wf2Ty7lXqfg0SgzKkejo6NYX1/vs351T3AOgf1SPHwXr1PHP8eu8KAW0mW/3qjdUgJGm2uZ8DNXE9Nr+bdudhdW04Xm8/k5F39hYcHMb2okiUTCoicAoFQqYWNjw5yhzGrP5/NoNBpYWFhAs9nElStX7Pji7e1tO474woULKJVKmJiY6DNlqZXoIVFM1BweHkalUrEsf8V6o9EoVlZWLKs6FApZ7snOzg7a7TYmJyetJtrm5qbBGq1WC/l8HolEwhgI+3/16lXEYjEsLCwgk8lY7S9aYtQGq9Uq7rnnHoNH3HVSfJ+aXbPZNOuJeTOKWyujU6jEjfpSyMtda77PtYi52Txv/wwf3ZjcSHyHOvyp7enY9PnUxtl/ChtNYBtkmZDZKWx2kPVy0GfaXHhMmzIeQq+cAzYyDwp9Bm3UajWjv/e///24ePGiWTR07JNuee3c3JyF6Q8PD+PUqVN49dVXsbi4aD4DAKawhUIhJBIJxGIxc7Krr5MChBq+5mdQwQqHw8jlcqY8EQZU/5NaTOQNKuDU10S60QhODQaoVqtGF/xM87QIQdHaoTLCd5K/UGCSnjQRlM/WqEhWK+C4FbJTAeXyTypVtFL4P/vN/cb+MdKPkDv7wkjVQe2WgMjcREv9rRDJoA2j0hS4OU5dv+M9FBKuhnz33Xcb0TG5iFnqMzMzpslXKhUA6HOAJxIJpFIpzM7Ootls4saNG+CYmD0/Pz+PYrGIs2fPWkFKhiJHIhGMj49bpViOPRwOG+6qR8KWSiUjwmazibW1tT7zHYDBYb7v49ixY1haWjKfTbVaRSqVstpom5ubKBaLVv2ZgQHpdBrz8/MAYJUJ2u02VlZWDDJoNpv4lV/5FUxOTvZhyWTeOu9kvnQib29vY3d3F5VKpa8iMtdRw2dJ8G6ei1qoyrxV0dANrvTF5jpxtR1kMSh9USioYHCfp1CI6zhWS1qfS62a92v76wgWFwFQaFBDVGltaMQZw+EJX5Hh1Ot1PPXUU7hw4YJBWFNTU5icnMQzzzyDkZER5PN55HI5y4PRagy5XA5XrlzB+vq6+VZIl4RQQ6H9c18IoYZC+2eYtNttq5vH4pW0WvTAPd/vlTjifKomT+aq+T8akUalwfO8vmKt5CeMulJlSsOeaU1xXfleCmfyHRX2u7u7RgNa9FOd/pr3w+eyb7p2qjCoVca9ptYiBY4mf2rdN1VEdnd38dGPfvTWjyJz20FWxqDruKjKaBTfdGEH/aHGTvOeCzU8PGyQDLCfhxKNRs3/kkqlMD09jUgkghMnTiCRSGBlZcXgM+KjyWQSN27cwMrKCoaHhy2hkhtEQ4HpVwBgFhJ9JQBME2TyGsODmZDJI4upTWazWRQKBaswoEUwS6USlpaWUKlUkMlkEA6HUSwWLYJtfn7eNDoS+tbWlh3uxSoCDNJQxqbMXKEAjc5i1ItCYypkFMYh4bt+OFehUKGja35QMAfQD3G51ygNKs0RQmDeASscUBNVCIT3UJsmw9F3cVMrjEsr6yCLflBzFTL3x71X8y+4Pmrl63hJz0DP2ojFYohGo3jwwQdNsycjWlxcxMTEhCXyEeZVK3JoaAjT09N4/PHHLeyY15MRamkj0o7n7Z/sSCFHq4XFGUlfep2WqlHG778ONdOvyaACMliOLRgM2mmhVLYoEJRxKxym60Kh5So6pCU+a5ACzT7SP0llkoocLS7SnkJiqqiroqIKuEaUKdJA685VfrrdXgFQ+s8HtVsGInM3gKudqUbqCpxBkIP7LPc+vS6fz9tZB0Av+XBqagqbm5s4fPgwFhcXkU6nLVeFEVVHjx7F9evXrUzMq6++inQ6bRuMTvd6vY7FxUXU63VMTU1ZaDBx00AgYNE07OPU1BS63a5ZJr7v20mE6XQanudhZ2fHnO+NRgP5fB6e52F7exvT09MYGhpCuVxGsVhEoVBALBYzAqWVQh8Ic1to+j7yyCPodrt9Z82cO3fOYBxCVkNDQ/iFX/iFvjwElzGpYCHjYIQbLRkKGt5DrJwbj4JXzflBTZm6KzQG9c29F+g/FptNP3MxbnczkwEA+5FUdJzzHjcnwaVZnQc6x3m/Co+DrBj3OSpwddzunlJYlkqImwtBBqx+uOnpaczOzuLFF19EOp02WIcoADV1nhnE/Iu9vT1cuXIFU1NT+NjHPoYbN27gP/2n/2TVxun78X2/70jiTCZjfkzm6VDDZ9BIIBCwult07qsSqqHXGjoeDAb7jrhwkzYZ2MPxMRItGo1a8UseV61BKS7fculPlSfuM9I9Axr4eS6XM2HGsfAZ3F+cD0KgoVCvujnpjEEFmnjM/mrSLMfHvcj30jL6OyNgXBhMP3cd/IOYmBsqqtEPrsbASTx69KgRCSO6jh07hp2dHSwsLGB5eRnRaBRbW1tot9vI5/MolUoYHh7GysoKYrEYSqUSGo0G0uk0arUawuEw6vU6kskkNjY2THsaHR21TRGPxw1uIARA4teSGGwkZhIxS6gQOmIwARk4I8S4KQOBXn6M7/s4dOgQ1tfXjUjm5+extbVleTOTk5OG7xJzv3LlisE/JPJAIID3ve99mJ2d7cuiVsara8Tf1LY0zl81Ptdp7/v+TdE9LlPlO9WPoEJA+6DX67O0j+q81Xep1aGCRulMgwdosShMofBIu93uK2cySMEiDEmaVsvNdeK6gQ5qxej4DvpMFQLuKddHxTNaPM+zisz1eh3vfve7cf36dSQSCczMzFiuF9eO0WhuhFXo9fJC1WoVR44cMec+gL5yKOqH4XNYtoYChrRFwUFoi75DPpPz5Wbqc/7UciGkpWHIAPoscIVteT/XV30Y6g9UWuPeOgjK5T6h/4NzyHGwb+qfdK0WQn+EKVXgqZXCpG0XLlOhA+xX3lA+5bZbxgeTz+dvEi6qWQBvHkWmmpZuRlcgcRJnZ2etcCQAHD9+HGtrawBgsFQymbSy5Nvb2/D9/cSuXC5nTnVaGMQ82VfGw2vGLjcgz1WhNphOp81nQsd8s9kroc8ImWq1imvXrlnk2cTEhJ0wefXqVdvEtA5YCqbZbGJ4eNicgZubm6Yd0kLIZrNYWFiwqLeNjQ3kcjkcOnQITz/9tGG/0WgUH/7wh3HixAnE43Hkcjmk0+mbQjKBfWhFN2O5XMb6+jr29vYsj0ad+9yQGiapz9QIL77DFSRvZOEMUmD4/EFavktnblMG7EYtKq2qhUKGMCgrmxAPP3ctFS2u+I20QXt8kCXDsdNaIjPX8GUybpZfYXQkAKuc/dnPftac73TyM99G1ywWi1nuE9CzAD7ykY/g6tWr+P3f/33rI+mCEZahUMhKLJH+AoGAwWRaUobOeo6R40wkEmYdMHmZxwJQePJgO8JhZMTqu6hUKkilUkaTannRyiFdMoiG/iNaERoUwn5TyFJQEY4iDEeBxutY/HZpaanPyU8/MJUUVWS5nqwITT8X55jXMOS8Uqn0KZJEMHK5HN71rnfd2mHKasYrw1AB4VojwM0JmYopus8MBnuVhhldFQwGrWx3IBDApUuXTFi0221zCtIpHY/HEYvFkM/nsbGxYRpcrVZDJpNBIpGwM0tIcNFotC9KhUyeYcMk1tHRUXieZ0UtO539Y2cJs125csWw/hMnTuDtb3+7+WbC4TAOHz6McrmM5eVlJJNJq9Ss2Ha9XsfGxoYxBcIcMzMziMViKBQKOH/+PL7/+78fjUYDn//853Hp0iX4vo+FhQU89thjmJmZwUsvvYQnn3wSP/ADP4BEImGE78KP6tykw7VSqdi80TKj8AD6c0TISPm30sJBUIPSlGvRuFYO36f/q5DT/vA7VSD0uWQ6gxrv0bExQZXKEBkb4R1mo7sBCITg3ggq1HYQlMx+KNNXC9XVrnUsXNdIJGK5JmRQY2NjlodF6Jl0xvUnvdBfyPIsp0+fxoMPPmgWCvug1sbGxoY5v5m8TPiIliB9hIFAwBTEbnc/SZIMVA9a41jJ7HmvRrjR8ub9GnlJSE0tbs4phSODG/gOKqRu7grTEbin1FmvgQe0hjWsm7SsSgjHTwWCdErLmDAu+0drmpGefC+VEPY5GAxa0MRAun9T6vzf1NjpQdqny7T0evdvPkO1SD5zYWEBuVzOiEC1RY3ZZ5XgnZ0dxGIxLC8vG9aYz+exvb2NsbExbG5uWmjt3t6e/c+FHR4eNic9tQyG91JrCYfDpk3t7OxYvTCeEaMRZHRCTkxM4PDhw9jZ2cHm5iZ2dnYwPDxsPplYLGZHH5Owtre3USqVTMsrFAoW9cL3b25u4vr16/jQhz6E06dP4/Of/zw2NjYQCoVw6tQpfN/3fR/y+Ty+/OUv49lnn8Wdd97ZBxnoXAP9uS+0UKidkYkpo1ZB464d19hVQHTNXXpxYTcVDoPoi9co7fB6FRwK47GPLh0qXs3/eS37pP93Oh0L2VZGr6HxvE/n86Cm0Xw6RhWGup84t24fuSYaeOEqdADMsg0Ggzh06JDlhACw2l/KrJh3Uq/XLUS92+3i4sWLfWNXi0p9V9xbSk/UyFXZUWtPc3UA2L7VOQP2LWUtk8KxKy2pYNI55v+0UtUioJJBC5CKLq8hQkJLhoEUDM93oU0yelVgyd+UPjXsn31lcA3pligJoXJaTyx6S8hXLV36ow5qt4wF4woP1YZdrZXNZQQulKGSfHZ2FpOTkwCAw4cPY3l52UzjcrmMWq2GZDJpocgTExPwPA9bW1tIJBKYmJhAtVpFsVhEIBAwhzfN86WlJczNzVmGcalUMjw4FosZVMWMf5ZzSKVSaLfbuHHjhmlW9Xod+XweALC2tmZWRyaTwcMPP4xAIICtrS0UCgVMT08DAC5cuGAx/a1Wy8rpb21tIZlMYm5uri/ShgejjYyMoNPp4MqVKzhy5AhmZmbwB3/wBwgEemGL3//934+jR49icXERf/RHf2T5Mx/60Idw/Pjxm8KSXRyfm5JmOJkomYLixVwrFSTcOEoHSivAzY5q15Hrfudq8xrVw3coDu5epzSmfeP7VHN0rZ9BuTAqhEgz1FbJBOhsdS16+uXcdpAlxX7rWN29RAHG/hM+ISPUNeHzCNskEgnMzc3hmWeege/7mJ6eNqGgQQq0Jli6hdFYnU4HTz31VF//OfcMLEkmk3Zcxfb2tllJ9Le0222zBsk8OZfkE3ouPa8lPZL2Nayec6pKBPvIdaElqjAprR+iHW6kG+eF8LMKP1pFat2wLA9RDtKN+koIb9IiUQVK558CjH1lwAm/ow+W+1H9uxSOgwwCbbeEgOHCuJqVbgD9XzUF92/VLJlcmMlkkEwmce+996JUKuH8+fOW0c7n0gQcHh62669du4a7774bOzs7dgZ8KpXCuXPnLOfl8uXLyOVyOHbsGObn500IkWhGRkaQTCaxvb1ti81IlEAgYJ8TQkqlUhgdHcXly5fNytjd3cU73vEOM9/X1tZw6NAhRKNRXL58GeVyGUeOHMGNGzdM41lcXLREM9ZZqtfrVgl6dHQU5XIZ165ds4i3l156yWCBH/qhH0IymcRLL72ET3/603jttdcA7DPze+65x8x4F7JyNXcSshbYdENhNYvedXCyuQyRWph7jauluzCQC7/yWmpopEXtn+t8da0m9lffzefpOMjAVIAC6Muf4DO4ydWBC8CUGL6fVjPhEncu9G/9rdcdNHe0DBSSU01c/QG1Ws1OxXzHO96Br3zlKwa3dLtdq4jBWn5knHNzc9jY2DB/J/2DnHc3iqvdbmNnZ6cPlmLTGmRcE43Y63a7lnNFaEiTDTmH6hNkNWhaaBoAQYHLdVNrSYMN2Pi9Vings3hUM3PdNNdG6ZTCg3SkECZz64D9BFnOA68jL9PIO1p9tFoYsUorhUEBgUAvWIiWDpXWg9otIWDYXJjMFSiDLBve437neR4mJiYwPj6OSCSCt73tbSiXy1hbW0MymTQr4fr16+bDyGazKJfLVvblnnvuwcrKisXOZ7NZbGxsYHx8HLFYDOvr68jlcgiFQpiamrIse5qTxHtZqJKbkk4zCg/P8yyEmZnI169ftwSxo0ePIhwOo1QqYXt7G4888ghWV1dRLBaxtbWFeDyO7e3tvjj2hYUFBINBLC0tWb7K2NgYPM9DNpvF0tKS1V8ifk2C/eAHP4jd3V28+OKLuHLlim0cjfqhcNF1APqFgytk3KgxF6oa1NzcEDYVNvqZ/q20wH64igubanPAvsKizMoVSmwqZPV92g93jiiweP1B46MQVdgmEOjlk2hTXH6QlefOhTZ+pvAHx0oh4v6wf6rkaWTYyMiI0Vs6nTaFgnW1Op2OWS+0AOLxOCYmJnD+/HljdAwCAWDaNCFmCghl4MzUp/bNdVXfhVpng6wxav506KslwzlRq10FFGmB/iMKJq4p1x+A7TlCUmpJE0Kj8OGcqRVF4U5hAcCEJAWzrg9DklUpo5BUKJiwnkbAUbAHg0FkMhmjxWAw+IZQ7S0jYFRzczUq/e3CD4M0tLvvvhu+71vBSIYPr6ysmB+CpjHQOzMlk8kYLBaLxXDs2DGsrKxYBNfW1hbK5TLy+Tyq1arlJhw9ehSJRAKbm5vY2NiwYn6xWMwylokd5/N5hEK9EyE3NjYs/wSAlZhZXV3F6uoqWq0WFhYWcN9992FpaQkXL17EPffcg6mpKdy4cQNXr16F7/uWoElIjlohoSwymnA4jKmpKYP3qM0xtyccDuMjH/kI2u02vvSlL9l5MiRgHgQF9HJkCOcNgom4ntwshDeYs6AZ0i4M5jZllsrUBwmngzRz93q1FABYGKuby0PmNIgWVVi4VoEKMXXUugKIm9lVpPQZ2k+GpTPHhJn1tDBY3oYJtoPgC9eqUZ+UBlHwewoNFYjKrF0mvbu7i0wmg06ng3vvvRcvvPACdnZ27ByT4eFhFItFq0pBBzyLyjKghg51atUcPwUt71PBOjQ0ZHSnxShpJdCPmUqlEI/HLQeMDFYZvB6OxjXiZ6lUqs+norRMwcI9x3dTOKjFwh/uIyIfXFOu8UFCkP3kOjAdQvOw2AdeyzJPLDBKwUnrENgPMqBiyr1Oi6vb7VU/bzabBvUf1G4ZAaPNJXw2F/NzN9DQ0JDVEfO8XgQEw/cuXrzYV9iROGixWMTw8DBSqRTW19dNc7h69aoxVW7c2dlZK88PwKyXtbU1K5sSDAYxPj4OAMa8qa1xA7BuGbP9GeZ49uxZK4F977334uTJkzh79iyKxSKy2awx5+XlZQC9DH3m7pRKJQtRJhRXr9cxMTEB3++FRheLRYt+I57NUzCHh4exvLyM1dVVFAoFAP2aFrUp3/dx4sSJPmepMt1B8BSfwQ2sfhGXuQ5iikoT1PQGfX8QLSn9UOhqvwgFaCgqN59qx/zfFWKuAuT6hHiva1UA6PM9KHTG8SpsSMbCgAD2l0oK30nBNWhOXSHsCr9BVhiv0SAJ1xocZMXxTCBaIjz6gRAx70smk6hUKqZwUeArLMYx09JR/kDGyPklU6Zw0NBiQkq8TkPe1fqmMCMf0RwYMnfSuSq9hHrV8qblrlWg+W7XonYDDVSIcf11Ddgf398v/NnpdJDJZNDt9ipFE44klEoFmDyAY9HcIfaLwlUhRPIXVkagQjOo3RICRol7ELQBDC7Vz9btdnH8+HFz/oVC++dFX7x4EQCsKrDneTh+/Lg5LycnJy28mDWNzp07h2w2a0UpAeCOO+6wxEoAmJiYwO7uLs6ePWtQ2OzsrBW17HQ6VraF/paNjQ1bHC7+zMwM9vb28Nxzz1m45dve9jYUi0U888wzSKVSmJqawsbGhoULM4RwZ2fHysecOHEC6+vr9v3Y2BhqtRpyuRwOHz6Mp59+2sz+3d3dvnh3ms6nT58G0H8gl4YzBgK9chiHDh3qY4bKhN11Zf4LnfxaykLhFhK4Cy8pXbjQFNdefQJ6Lceim0THp85nraLAsfIeMjp1ErNf6q/xvP16VaTZQfRMhqCWDMei9+k4dLzKEOkfjEajdsYKhaZrYbLPg6x+/q/Mi83tpzI1nWeOm1qy7/vI5/OoVCp2ptHly5cxMjJiUUsALFmSFkWpVOqDbjTJWJ3oRBuYO8YAGq0ZRris1WoZPMfxUBtX+DYcDltkGZkox0ULl4E43e7+cdIKE6lioHkmpCMG43S7XavKzBBvXWP19/i+b3lEvJ5J3grnMjScPIdQGfvCsGtakGq1t1otq1TNeWK1Bebxaa0zIhEH7X/gFhEwqpkN0opdCa9a0rFjx/pwWUr1ra0t0ySy2Swikd5BPLRydnZ2kM1msb29jZWVFWxsbODIkSOo1+uYm5tDKpXCs88+i+npaeRyOTtghwEAN27cwPb2NiYmJhCJRLCwsICrV69auGW327VrI5EIrl+/jkAgYOGaDD382te+hlQqhXK5jHg8jnvuuQfLy8uWdb+7u4u1tbU+Z2K73cbY2Jht0k6ng9XVVXPwp9NpxONxnDhxAs888wwuXbrUF9E1MjKCWCxm+Knv+1YFQBk5Q6rZuMmpQbrQmCsIKKAoWNSKUSiUm0PbICf6IFhMhdwgK0YZpsIYhDBII+wzcWfXStKwav52ncn6uWqDan3pfHHc/N+12nU8g6wR9pmwGQVNJpMxwU6FiM8YBNW5c6VNhTqtPzJiWjW6ftT+CZOdPHkSTz31FGq1GvL5PJhQvbu7a/AzABSLRRw5cgRnzpzpi4bkvqbfj8qKRuvpkc4ct+auUHmhwqBzoOvCddbvtMICGSqP7aBQIZzHeaAAUCSF/ieGTTOKjU52jV5jgIH6w9RfB+wrTqOjo/Y/BbvneaZ48vRaQl28VmE2tc74Ewz2aq7lcjm89tprfbkzjGzjON+o3RICBrgZa3ehCdeE9/1eJjC1AuaTtFq9UyUTiQR2d3ftdMlisYhut4tDhw5hcXHRDj3SY1OZ+JdMJu3ALaDnz1hfXzc4iYlFo6Oj6Hb3ExgZccONnU6n4fu94pDdbhe5XM60mVgshkuXLlk/W60WxsfH0Wq1sLW1ZYyZRENNA+glRZJBrqysGFEwaTQWi+HQoUO4dOmS+Zs4xkwmg7m5OdsQzPLnHFMLIh6uMIPv+5icnOyDX1xfhH7Gzw9y7B+kWfM+9UPwGtdf4OLTLmSlFo77LGXwnENeQ+Y5yKpyNXr+TcGi37kWjDJxtbyU7l0ozv3efabexwRErcFFYaD7R8czaM4VMuKcaITdIOtK+0P65PMYjs+K3LlczsoYMex1eXkZW1tbfeHYZK7hcNiEh0azaVVhKgG6Bu66kzEC+8JH6Ub/HsR3DvIB8zm6N/SdAPoKU7LEPc99UkVF6Y17j1YZ11qVJN6j69zpdOw00mKx2FegtNvtGjzv5ulwT1EZZCoF/WJUqmg1HqTYWf8P/OZ/c1PtSnHnQRsiGo1ienoaqVQK3W7XcMHNzU2kUink83mMjY2h3W5jdXXVmGs6ncb169cxOzuLTqdjYbpMTqLj6+rVq5icnMTs7Cxu3LiBYLB3HgurGOvJdwwP3tnZMY2HEAAArK6uotPpWHBALpfrC1nm+xOJBNbW1voIpNPp4I477sDa2hqq1apF4ywtLWFkZAQ7OzsWhcYM6mPHjqHVauEv/uIvjFBarZZVtQ2Hw9jY2LCgAApEzj0JXWPylVk+8MADA03iQTg+GRyxWsIQCinxXl1flxlqBBubCkTXj8B79YcHvRFCdIWKC0m58NEbCUMyO3cOXAHEsfC3WkH6DF4/aB7c5mrnvu+jUCigUqkgmUyaf0YZH5/pKnLuHLoWD2mSNMXnunPH/tA5TMia1nY+n0e73UY6ncb6+rpBwxxPvV5HsViE53mWZ0ZLhogEq0Jo1QFCXmwqaJipzjEzvFbDlGn50FKjz06hQc1N4hhpAZA3+L7fF61F5MT3favg0Wq1kMlkLKdFgxHYT0245Hqp5aCVDsgHmR6h/aUwOCixkoKYIebcn41Gw+BKz9v322olA9cCdNstI2CAwfkPyogYSjw6OopUKoW9vT0cP3687yhiEu7m5qZFbU1PT2Nrawv33Xcf9vb2sLOzg06ng6WlJUxNTVki4pUrV5BMJjEzM4O1tTVEIhGrWspaXoyzTyaTKJVKWFlZsdyV06dPI5/PW6mKra0t5PN5NJtNq1m0srKCqakpvPLKKyiVShgbG+s77yISieDy5cu488470e32qikHg0HMz89bpYA777zTjkgmNnvkyBFMTEzg+vXruHLlivkOeOzAyMgIarUaisViX5IWD2JyQw3dtfD9XtQd/S8uUSkjVo2XzEiFyyBBNEjYUNt7I4xX368aPt9DKwxAX6in6/fg+1SDJ/MnhLi4uIhEImHzSqiHEUuEHxmmTtxamTzfR8cxNy9/q/9ALXpgP6xW51/niAyY9Eof3cjIiFnVqgXruAcpcq7AJtzDEFbOp0KM7Bvxfc/zcPjwYZw9e7bP70BtnpWVk8kkPve5z6FSqVgyM/0IpHNGbxEFIO2zkd40VJcBPQpnahkZtca4PmrhUNCrUsLfGhkWCAT6kiLb7XZfHbdAIGBlm1joNhAImGXAtVa6GJTrosJGEzSVvjT3Znd314QWG4U+aZSKMa9jxWuW9WEtN4ULeaKua+G77U0FjOd5nwDwBIAN3/fvfv2zHIA/ALAA4BqAj/q+v+P13vTvAXwAQB3AD/u+/8KbvQPoDx1VGED/pkOefoypqSkUi0XEYjEsLS0hFAphbGwMi4uLVv8rEolgaWkJd955p+GUY2NjeOmllxAMBu0gMTKjZDKJQqFgDkMKKxJMs9m0sviE6fL5PFZWVsyUr1QqqFarVnkZ6DGHarWKsbExXLlyBdvb2xgZGekz0VkpeXJy0krPdDq95M/19XXTPq5cuWKaCzdiNBrFSy+9hGq1img0ip2dnb5NyfpWLoMfpLWTWWq0DK04+m5cgeKupTqqXZ+GCyEcRKB8rl5HGlHBwM/4OYWCmz/C53FDk1nq82gRUqPm87e2tkwAeJ7Xl9yoG75QKNi6UNsj7VATJ126sBfHqEJSsfdBlp/e584Px1iv161Qoh5TrNbTQTDHoHXmHLt+KhVaTCQMBAIYGRmxezUrnfuOEXE8g4j+UpbK5330T1C4kFHyfRpSzn5qjgfXmPOqc+pCkxqyTG3epVe9luvFoAA6yuPxuJ3BRGhJc3fc3CvdkxSCamWzD3ynWs5qlatwK5fLAHqWlMJ1fDbv1+RSfT4FCe/T798IHgO+MQvmdwD8BoDflc9+EcDnfd//N57n/eLr//8CgG8HcOz1n4cA/Nbrv9+0uVqjbvpEIoEjR470aSSMOmEF12PHjll8PUMgl5eXMTs7iwceeADdbteY7ssvv4xQKIS7774bc3NzKJVKePHFF/H+978frVYLX//61w2/ZIFJlnoZGxuzyJ2xsTGsrKwgnU7jyJEjyOfzVtY+lUpZGQtm0N+4cQOrq6sol8sYHR1FMBhEuVyG5/WccpVKxQppXr582UxunsnS6XSQzWaNqBqNBh555BHU63WcOXPGtHUmUGYyGYyPj1uJGm4S3RDUgF3tn2ui2ukdd9xhuUNq2ajWrxtBGSzNed206o9QK2aQsxnYh5lIG+yfWk20NsjsWa1BhVir1UKhUMD6+rpF+ZVKJcOYB1lM7J9Ch4Q5uckYzk6Nk9p9qVSyE0gpoMgYyYgYBUYlRSPAdA3YF3fONKzV7Tdr3OVyOQsEUSHENXMhNHd9eT39OlxjZbx8v+/7Fsk5NDSE+fl5C8FXh/LOzg5mZ2ctIZiJfGTWnueZI5tVl3Xd2R8ydjJCRnnRd6NKDZmkwrVaxoYhxbo+qnCwijP3DvtE6wTYZ+btdhubm5sIh8MYHx/vU/C4hykoNXya1pirnLEArvbNXQtaJoTwCH3p/qYCwGAMWj+0WGih8Bnky+wnBToPIjyovamA8X3/rzzPW3A+/k4A/8frf/9/ATyFnoD5TgC/6/dm8DnP84Y9z5v0fX/1zd7DppuI0Vla6TOVSiGVSqFarWJjY8MW9OrVq2ZSb25uIhKJ4N5778XDDz+MjY0NPP/880bgExMTyGQymJycxPnz51Gv1/HEE0/g1Vdfxc7OjmGqq6urFvkB9LSNQqGASCSCubk5XL582fwilUoFq6urSCaTljBJWIqwSqlUQiQSwejoKLa2tvpw1JMnT6JYLOLGjRu49957De6jcKrX60gkEiiXy3aKpu/7eO2117C+vm6BBkpQ7XYbly9f7tPg1OznfBPrVT8H79drZ2ZmEAqFrLqzu2auD4IChkEEqn3pfaqVa1MNi//rcxTyAmCRg7RE8/k8Wq2WHQ3APCTCElRSGLQxyOohcyLzU81OhbJaSOwb+8zrVcNWeCMSidgR1Z7nWY4WtXhlPNoIh7kWjSssyNS2trYQDAYxMjJiRVT5/SBnrWqoKmT4o1q+3qsCmFD21NSU0RLnFYD5Hi9dumRhyAxuicVimJiYsP9dmqD1w/3K+aFgoRXAuebnAPrybCgc1HLRe5i3o4fsqQLMNWB+iVYi3tnZQTqdtlpp2ieFqqg0c454v4bP07pWWFJzeQhbqvCNx+NWDSGZTNo4ObZYLGY1AvlsQuiEH7nWtPhpWbk+qkHtr1tNeVyExhqA8df/ngawKNctvf7ZTc3zvB/zPO+rnud91cWE2SYmJqwaMTNcDx8+bOeZdLtdi5Dg2SgjIyNWn+ihhx6y8jDXr1+3o1dHR0cxPT2NQqGAVquFBx54wCJYCIetr6/bRieBUNAlk0lsbW31QWpLS0t24BFx742NDXQ6HWxubuLq1atmeQQCAYyNjcH3fXvH7u4u6vU6ZmZmUKlUbKEZMTY7O4vd3V3TcpnBu7W1ZY5KPovBD8D+8bUkbIVSqLEDNxdiVIyaPxrzP8g05thcqMaN5nGtBNenoxtXf7sMTU111qbimFutXuXpixcv2jpUKhWDPqn5MlqGxwfw81qtZuG/ZGj6N+8jo6QQ9TzPFAOGh6qwpeZMyy4QCJjlw35QYeEx17xHBZSup2rRXAc2vYdrzoKu/FwtUN6vP27TteTfg6wfrlkikbBD6cjg2fdUKoV6vd53wFWnsx8OD6DP8tb54Pq57ydtUZiR3giHUmmgg17HqVYQrUfdM6RV990cG/ebRooxuEYVK9KO2wdl2uwHFQxaY7p/dE+rRUdIjv3S3CFFH7rdriE+Lh0B+6V3CPORhunncYNH3PY3dvL7vu97nvfGQNzg+34bwG8DQCQSsfs9z8PU1JSVcyBcwEio9fV1VKtV0/CYgf/Od74Tly5dQjKZxLve9S4cPnwY6+vrlig5MTGBhYUF5PN5FItFvPjii8jn8zh+/Dg2NjZw7tw5nDhxAtFoFIuLiygWizh+/LgRssJOdHaFw2EUCgWkUikrd8+F5FHHm5ubaDQaSCQSePDBB3Ht2jUEAgG89tpriMViyGazWF1dRalUwrFjx1Cv1y1hknBMo9HAysoKRkZGbJMsLy/3aRSq/WnoIcOwFbpy4Ui3KB+vHaQN8ZnuhqaWrnkE3EiK66rmp45Xl8kB+5vH1co5jk6ng5WVFdRqNfO9UeEYHh62MTCcXc+eoSBgP9kXavmcS2C/CgEVAp5AqcydNKrPDgaDFpZL7ZrzTM2bc8HrVBtkGDoAO1iLkT8u8+f8aFCEMiINAmDCMZURnWO1QHVd+D+fz9+61upDULiJpZUuX76Me++918Y8NjaGSqViATW8l0nAzGfjs+j38jzPQvvpLFemx3XifKi1yn5yPRSCpDKgVgatA9/3LV+FPqNAIGD7jpU5SJeVSgVAr9oHsH80AOeLWf0UsAxmoNWiih7nnfXAaInRyuE6uxZ+q9UyeI6Ci2PlGHkwIfcv157KDvcBo/j4me4HN8JT21/Xgln3PG/y9QWaBLDx+ufLAGblupnXP3vTxklLp9PIZrN9hMEw3QsXLli0BhO32u02HnroIaytraHRaGB6ehpHjhxBrVbD1atXMT4+js3NTQsOGBoawtraGtbX1zE6OopisYiVlRVMT09jbW3NSq/Mzs6aaU6tcn5+3iLTaD3Nz88jk8lYGDEronY6HTubvFwuY2FhAVeuXMHw8DCWlpbQbrcxMjJiBzN9z/d8j2l3XOB8Pm8LS3OeBTDJICgAJycnDRunxVKtVk1bGwRlqKCh5vP6mvZZGLQcqFG5TEjxeReuoXBxr+Wau8/Svg3qL+lid3fXCovOz89jcXERhULBlADVcLkxaH3QT8WqsuyfWxKHG1yFssIswL627Cakst+MpOIzyeQA9PkOKAAZ0UeLhwULmd/F6EHOsQs76rpqP3gdrU+WbtFrBq3fIMVk0OeuBaTrzO8J1dAaJEx1/fp1O4kxGAz21RTj+qmfhOOlsCEz1LBdMn21jvmdRumRRoH945lpLdC3QcZPy5SWJ5XMcDhscBIj3PQz9aOodcQfjRAj8ya9KkSs43ObQrJaf8ylNSqbhBU5Xo1m5D6j0FV/KNeEfXkjeAz461swfwbg/wHg37z++0/l83/ied7vo+fcL/nfoP8lm80ahFWv15FKpVAsFhGPxzE+Pm4hxfRJHDlyxGoYXb9+HZFIBD/8wz+Mer2Oa9eu2YmOZ86cwdjYGObn57G8vIzFxUXs7e3hrW99K65cuYJ2u418Po/NzU1sbW2h0WhgcnLSiJ9ORzrXqeW2Wi0Lfy6VSpibm8OlS5cQDAZx9OhRrKys4PLly4hEIvjABz5geSevvfaaSf6LFy/i7W9/O2KxGP7n//yfyGazaLfbFqjABEtCbwybvnTpUt+mi0ajViAT6BETEyypsbEWEYA+JkliA272GyhhkfjciCeFw/RHtSQyNbVYlGG51stBTLPb7RXn3NjYQK1Ww+HDh3H16lUsLy9jbGzMnMGa31KpVGzTMmmVDIbQIjcatWaFftzwbQ3N1bFQK6YTXe9VeIVzp33kbzJWMhAyHq4bjx/e3d1FNps16EUtB+2bMmNltBwbA0xI2250oF7Pfqm1R0WLf6sAYmPYMPvVaDQwPj6OYLB3EmIwGLSctWKxaBGatBCo+ZOGVcsn8+f80ndAPsJ+aPguaUt9MbxflTEKelYaV1pk3zgm+lip/HW7vaMJKJQ432qZKINXOIvP5bO4frSqI5FInzLDSs1UOpLJZJ8w0+rSXFfCcmotMiSZtEeBw2AJziEFi5v5f1D7RsKU/y/0HPojnuctAfh/oidY/tDzvH8A4DqAj75++WfQC1G+hF6Y8o+82fMBmOM4EOgVXSQWfscdd2BnZweNRsPyL+LxODKZDMbGxnDhwgVEo1EcOnTIzlBpNpvI5XI4e/YsOp0O7rvvPosGo2URDAbx/PPPY35+HqFQCFeuXMEjjzyCJ598EuFw2KyYsbExizKjn4c5EOFwGMvLyxgZGUE8Hsfly5fxwAMPmD9mZ2cHb3/729Fu94pTXr161RI5g8HeWdnZbBZra2uWdX3hwgXTflh0kxWZFxYW8JWvfMXMdsa3T01NoVQqmd8BQF9y1COPPGJ+CGDfIUktbJA1QkahTuVBmqprAZFhv043fVg9mQM3lzJAffcgCI3PeOaZZ9Dt9hLCqtUqrly5gpGREQAwzYwWifo4yGC5qbkpNDucTJ5CxsW4yXB4HZkRrUZgH+ba2dnpgyyB/XIcjMAJhULGJNm0BhoZlQobQkO+71th1lgsZmWDOL/aVJHgmipDYOAJi7GqsNJ1V8HhWkMuVEdlQteSEOv29jYSiQQSiQQmJyextLSEs2fPYnx8HHNzcxZYo1Yl6ZrKAvOKyPCYYKj5IwwKIATsWsukSY1a1TGoVcNnESKmA5wK2fb2tvkyWMqe8LYbOs37CNXSauVcsa98D5VLhVjV58r5pvBiX8lDmOdG+lWlUyPnPK+XrM3+6h5Vnyv3EhECKj8HtW8kiuzvHfDVewZc6wP4qTd7ptsCgYA50al9ZDIZc7QzbJFMNJVKmRZ/8uRJpNNpbG1todlsYmZmBl/84hcRCARssSuVijHYaDSK7e1tHDp0CACwsrKC+fl5nDt3zjQ0akGMMCLxMOxYEyfX19fheR7m5+dRLpexvb1t4cw8tIybippJMplErVbD6OioHQjGoIVIJGLjJbPj+TUkCIY2+n4va5sRYNxE1E4mJibw6quvmsAE+q0O17xVhq/MZBCswOspsLjBhRb6YBoVTq7G41ovriBjX3kgmxbpU6FEhkRrRU1/Pqvdbtv5P9TOFMMmPfJvwpPc9Ow7/+YmJ+1QeKhmp2V3VGho2RI2KkAKU3COeC3fwTEzUolMRvfVoLlVKAvoHcdNBU/hP6UL3stnKp4/6PpBf3POs9ksSqWS1cl697vfjRdeeAHlchlTU1O4fPmy+YbIhDnX7nxxPhlKS0bsKiuqNLjwm1rxVABJS1w/MnHSUywWs6TPdrttgoN/E9bk/iB0zXWjIFHLhaiDhqXrnmPfWLmE9MI5ZrI5FRQKXvqDqBCpNUoIjjSra6oJta6ypzxgEA2w3RKZ/MFgEOl02sI0/dexajqU6Txjrsurr76KXC6H97///ZYzQgH1l3/5l1YqJp1O49y5c+h0OtjZ2cEdd9xhlUYbjQbK5TJOnTqFSCSCs2fPWpRUKNSrlRQOhy20b319HbVaDYVCAd1uF2NjYwapPfTQQ/j617+O3d1dTE9P49u+7duwt7eHr33taxaqubGxYQ53oFedudFo4Pr16xZLHo/H+wisVqvhgQcewOrqKi5cuGD+ADobeT21PF3sSCRi7yQxca5JNEB/0phaH3yWZjerA9FlUopvKzbu+ltcf4Y2xXR5L9/baDQwPDzcF0WjgotMiFZDuVw2Xx6tBqCnbJAR87C1QZi2zhEVGzIwMmJaINRyWQ6E4wXQJwgYlcbnUXBRc3QFiEKKuj5cQ50zJvHS56NwkOsb0TXl+wqFAiYmJky5UgbnWimkA45LAwsUYuLasB8jIyO4ePEiVldXDT34kz/5E/zKr/wKvv3bvx2/9mu/ho2NDZw8eRLnzp2zeapUKn3QDpkx6Zxry+Rqrp8GiWiQA61prikFiApYQmP0pdBy4P4kilAqlTA5OYlYLGYV2+k/oV+IwohWiVraAMxxrmtC+vR935RaWr28LxqNGm9R6E+hvmg0alGpCs8qT1BIkuPTaDFCgENDQ33+Fwo7JnIOareEgOl2uxbmS5/I6uqqLdzU1BSCwSCuX7+OkZERfOhDH0Kj0cDzzz+P0dFRlEolrK+vo1Kp4MSJExgbG0MwGMSzzz5rdbu4KVdWVmwT3X///VhdXcXi4qLVN4rFYpidnTWrgWe9kAjGx8dRKBSwsrKCo0eP4syZM3j22WcRjUYxNzeH4eFhKwPDaCFG0cRiMbzrXe9CtVrFa6+9ZglbxNUnJiaMcO+66y50Oh08/fTTBn8Ql+Um4KYnA1U/B7UhMnpeT8JwYS7NLVCGq1EqdAqTubgWDbCvrav1QE2Nv9VHo/0iw2W/CHW0Wi288sorff4ThfrUj0JBQ9iRG73b7VrUHu/R+lduuCWZCzciIS8Vemy+v3+uO4UdQ0ObzaYdZkbYi2tCmiqXyya8eI1GpxFO4diZO6PCrNPpWDQWQ+DVIuNvFfIqGOhbHB4e7sP/dW0VXuHfHA/7qkJRhRMhst3dXUxOTmJ1dRWe5+G5557Dzs4OMpkMfu7nfg6XL1/G7//+7+PUqVO2z6hYqA9R6ZUCgAKDY1Ori1Az15b94pq6FiIFi46Jlkiz2bQ8tvn5eQA9eJSFZhnAQKuHTSMZNf+GDJ9CiAKM7+52u1bHjRFfWmaf/lpaVPTL8CgAQvOcQyqzDJYZ5Oxnv9k/5gKxCrZa2G+UaPnXjSL7W22BQACzs7MolUoWaZLL5awuWD6ftyOMT548abkt09PT5ldZXl7GqVOncOjQIdRqNZw9e9Z8E4uLi5iamsL29rY50GdnZ7GxsWFhfDzLmrWRcrkc1tfXDZpicmWj0cDa2hpisRhee+017O3toVAoYHZ2FqlUCltbW5bYp76QYDCIu+++G3t7e5aRDMAiUxjq7Hm9zOXd3V0L0SSDYRIl/R7A/pGtXPBBeDM3kyaB6TUaXaWb07Vc3I3I5sJmGizgar78nP/zb8W9ySj4TpY64b2cD4XfGo2G9YFaqeLRqVTKar1pkUQ3g5r+CIajc87IcGKxGKLRaB+jVYFPvwj7Hwr1qjpEo1Hzq6ngpabIsbDMOueQWLdagrrOvJeO3N3dXWNCnFfOo86XC5sFAgEr+a+WJJsLgyiD0XcpzWlj/3k8xurqKpaXlxEKhfDyyy+jWCwiGAzixIkTGBoassANrTXGeVVLmxYN55TKA+eFVgv3DO9X69qlYdIMP1f/HbCvdBGWZGFLMmPXf6lQn0Zn0dLh/GjGPJsqB+y3CniN5tK/ua7qS+LBhlRkWBuOgRMaRcp5ZWQdLZiZmZm+ihMUfge1W8KC8X0f58+fx+TkJADg8OHDWFtbw8jICK5du4ZyuYy3ve1tluC4tLSEw4cP4/LlyyaUnnjiCbTbvUrDm5ublkGfTqdx4sQJq6Kcz+dRKBRw/vz5vpLVPEN8dHQUN27cwJkzZ8zqaTabGB8fxyuvvAIA5m/Z2trC+973PmMAL7/8MoD9zbS7u2t+pVarhRs3bphTlabz+Pi4+WSAXr5OuVzGK6+8YjguiTKbzZrWQ6uGUI5qjdRGFBpRP4NaKgqh8V7CG7yfzK5YLA5MbGOfgP2NoFaSu9b8rTCZ4rvUKsvlMs6ePXtT3SQAfRE7WolAhWE43KtsTV8amSe1dN/3rUKC4uOhUAjpdBr33HMPpqenLfdEQz9JG4QkGDrONX/11VcRDAZx+vTpvlpU1ILVeczwc/5NHxKfqYyQmi8ZCdedQjYajaJQKJivL5lM9gkTN7BDlQDf70WW0dpiX11ohe9WOnEtYnftPa8XBEIBGIvF8PLLLyObzeKTn/wkFhYW8GM/9mNIJpP4xV/8Rfzbf/tv8fzzz+Ohhx7CxYsX7ZlkgoRn9HRLCnhNNGRAAAV1IBAwaJRMmWNhP1kmSvOa6M9oNBrIZrNmTdMy5nHEtN4Jh/MIEUKTXF8m/CrUS3rSKtRUiNhHBhrwekbpacUJCgMKXFV0EomECSbSIfOL6Idh5Cqfyzp2FFaZTMbWg88+qN0yAiYYDBo8tbq6ikOHDuH69evIZDJW5+uVV15BoVDAnXfeifPnzwPolZpg8tZrr71mZ0zU63U0Gg2zREZGRpDNZlGv1w0mI5NKJBLIZrOYnJzEzs4OLl26ZL4TAJZLc/jwYSSTSVy5cgXBYBCPPfaYWUlMoCRWSouDGmsmk8Hm5qYl5JHQFxYWsL29jd3dXRw+fNjqjrFRI2NOjUJaJFp13DGSSDPuudnVIU3Tlma0Yu5s6iQOBAKWV6Oanovvq7NUmY5aF/qZew21p62tLTu8jVqUuxH5TGp1jC5rtfbLifMIBEb+APvQAX1s1OoymQzuuusujI6OWuguAFy7dg2HDx9GMBjE2bNnMTIygvX1dSwsLJj2d/78eTzwwANmgR8/fhzxeBwnT55Es9nEs88+izNnztiGbLfbdkIgky51HlSTdZM6VShoJBF9VUNDQ6Y4qF+P66QQpfpIuN6E7gD0MQ9VTgatn/rN+Jm7zymkCHvS2tzY2MBLL72Et771rRgaGsKHP/xhfOpTn8LVq1cxPT1tuWPuPFEAqFWsdET60L6olUGBRdhKGa1Cf3SWU1BS8yd0xXer70ud/Wz0YajVpXNFpq1wqgthK1yqFg37qmtKS4QWChUiDUDhdRTgCstyvQKBgClPhKApfAYpkmy3jIDhBo5Go8hms3jttddw7733YmJiArVaDS+88AKOHDmCTCaDlZUVVCoVPPTQQ6hWq7h48SJ2d3ftpMrz58/jrrvusoixiYkJLC0tWcQV3zMyMmJnsZRKJXzlK18xHxCLvXmeh4sXL+LkyZPY2dmxAprNZhMvv/yyERB9IFxAbjSFc6hZDA0NIZ1OW5RZIBDAzMwMNjY2kEwm8dJLL5lfhhgzsF/2gxo6tTVuIP4mTs+NR+JTbN3zvL64dxUUbArLdLtdnD9/Hvfcc08frKKbgH3k2LlZFX6gtaX+A/5WQl5cXLTjDgAYI+fYqH2pMCUkmUgkzAlM5kDnN60hfvfII4/YcQubm5vY2dnBiy++aMoA5/UrX/lKn9XSbrfx4osv2tiDwSCuXbsG3/ftmOuZmRkMDQ1ha2sLExMTeO9732tY+wsvvIDLly9jdXXVnLUUCgp5kp4ISdDi5nypdaqaLQVdu93G5ORkn4XKPafCQpUJFgulZUUmpJaUVpF26ca1blWQ1Wo1HD16FC+88AKefvppHDlyxPr0qU99Ck8++SR+6qd+CjMzM/in//Sf4l//63+NUCiEBx98EF/+8peNwXOOWD2ctfgocNh/7ZPCSJxDjk2tNPW9JZNJyyujn4NoA30eXDdm2gOwquNUOAdFjwH7BSu5Bi4M12g0LFeHFg19Snwe55d0QnqkcOH4VZhS0A0NDVlpLUL86XTaylcFg0HzfUUiEauAnc/nbT/oqaluuyUEDDXJu+++G9euXcP09DTe9773oVar4ZVXXsHExASmp6dx6dIllEol3HvvvXjkkUfw8ssv4+tf/zqOHj2KQCCA559/HtlsFgsLC7apWSuMC7+3t4d7770XkUgE6XQaKysr8H3fQvmCwaAVjVxfX7dDmzjRExMTVpW5UqkY0fE+hWuazaYduXzmzBkcP34cnU4Hx48ftyTPmZkZgw0mJiZw+vRp08S73S4mJydRKpX6/CM0l0lcQL+VwO+VgZAYSdg8RpqneCqzUqZPbQYAnn/+eTz22GNYWFiwZypj4nPI6Ij1KgbuapPsu7bFxUXUajXkcjkbL7VqFq3kRiS2rX4XXkvtnhuOsNSjjz6K6elprKys4Ktf/aqVgVdhzBMY1dlNhqMQI9B/4iTX6caNG1he7hWxIFPZ29vDRz/6UTz55JO4++67cd9992FoaAiXL1/G008/bYVWOV4VJoqlc20UGnWFBGmwXq+jUCiYv8DF+F0FgHPKwAjNC9J7lcbc+901Vctzb28Py8vL+NjHPtbH1Nnvra0t/Mf/+B/xUz/1U0in0/ilX/ol/Oqv/io+85nP4Du/8ztx9uxZbGxs2PhIX2TE3W4XqVTqJvqnFccxhEIhC+t1BagGfbDCOU915LzQMuQ7aTGrVcJqEZofpmHAhNIojGhRqb+HTni1MDjnWgRYfabca7R8hoaGLJ+GCqkqI6FQyJAfQvqjo6OIRCJWOZ4llDh/pVLJ/LquT1bbLeHk930fd911l0VWcaMsLi7ixIkTqFQqWFxctLPpo9EoXnnlFVy/ft0YNKO67rjjDnQ6++curKysoFqtWi7IyZMnzeFLk357e9twUUJra2trBmPdcccduH79OprNJtbW1tBu97LtGd1Cxj09PW1E0+n0Sr0kEgncuHED4+Pj2NvbQy6XM9gmkUgYbptKpfDKK6+g3d6v3UQBoMyPjIXzplFZQP+xvOrncKEpClRuNKC/NpjCNBQePERNNVm+UyE2JXJ1aLtOVR0DrT6ebkgMmQKJjE5zIdRRS8tGoQEKFQ01fec734lcLoevfOUrWF5eNghTQ9RZQZuh76Q5HhTFAqgMCOBvQm2xWMygN0K/qVQKm5ub+M3f/E1cv34dx44dQ6VSwc7ODg4fPownnngCCwsLtraqRZPBqPAnbKgMS6EzWpK+79tRELxXr3cVFFVSCL+4QSNv1Fy4RJ85PDwMoMfAr1y50qcoqMW/sbGBL3/5yxZ++573vMcsxHvuuccYrEJjhJDU4UytXp3j9D9Q+XFzhzgvDElmgIfW4+JzOP8a2qwCVwW95kWRRjTsmn4XnWsKE35HAcMgDg1kUKtIgz/oq2Jf+F4KXM4h/Uu7u7uoVCr2m7TH6hRMDNWk6TdKtrwlLJhEIoHnnnsO999/P4LBIM6fP49KpYKTJ0/i0qVLAHqL/t73vhcrKyt45pln0Gq1EI1G7VTJd7zjHfja175mJ0Ymk0k7r35vbw/Hjh3D5OQkotEoEokEtre3jbmzzPvJkydx9uxZ3LhxwzD45eVl0yCVkXJjpNNplMtlzM3NYXl52YiXm4khqIFAr4Ly9va2VWemICKUx6zkSqWCaDSKI0eOYHFx0WATRmwwYko1JcVkFXvWDUKTljgxz+tQxzEbiZZaIi2S5557Du9617ssTJKNQogMnea4Rq4pk9KNBOyHWp89e9Zyj6jFsy+cc25wath0qHKeqamTSYdCIRw9ehTFYhEXL160OSGcxefQIqBGq1Aa54cbvd3uJcCq5siN60JEuvGp9f7Wb/0WRkZG7LTJubk5fPjDH0a328WFCxfwP/7H/8DIyIgdDcy6c/pMFS7c/Bpk4QZQEEpSnF6fwecEAvtHFJMRqwLD63itKhWD8Hh+duXKlT7HOeePWjQFfavVO/L7i1/8In78x38cDz30EN761rfiX/2rf4UrV67g277t2/CZz3zGLANNBiSNaHQehT8VN/okuGYafeV5niWEBoP7+XlUggBYyDrpg1At+6L+H84R/TGcS8K8FB4uVM3cEvp4aL1rcAsLfnLfu9AbQ4u1ygeP2iA8rjQO9M7cYQCC0gqtfAptKlMArKDwoHZLCJhms4m3vOUt2NzcRKVSwTvf+U4sLy+bpn/ixAm0Wi2cPXsW29vbGB0dhe/3zkL5lm/5FszOzuLGjRvI5XJoNptYXV1FIBCw8vc8zCmbzWJzcxNra2sAemUyWNeJzJMmLSsg04rw/f1z3ZmsBwBTU1PwfR8rKysWYVIqlXDjxg0cPXoU9XodJ0+eNMuIFheDCKgpnD9/3pLGgsEgjhw5gp2dHbMCSCD0rXCDkyDJWKgFksC1FAUbNzSwzzwZKRIMBg1jBmBaFuPnT58+jWq1ilQqdZM2Sz+TamXU+tWacqELoLexXnjhBbNkGOxALVvHwAg8z/Ows7Nj4+A1ZCi+7yOdTmN4eBiFQgEATHGgUFFNkz8KgakTWQM0KLxoaep4XIuSc83x8xoeREbn/+zsLN75znfi1KlTOHHiBIrFIv74j//Y3sVIM/5mv3Q9gX1nOhkR/y8Wi2g0Goafc81IYypwyAQpYLiuuo4KO6ng4ZopPNvpdGxfPvvss0ilUn0OcgpPFZy7u7v48z//cwu6+Nmf/Vl88pOfxBe+8AU89NBDeOmll/pK9dDhrLAvBQQtY6611jRjv0lDVPA0pJ0Ml4KcFjaVNzJr1k3T/UNaI90xepC0qrCX60Nh8igFCCFaltPSQAW+hxY06ZeQMS0kKqqMGOPaURgrpAnAohN5/DdTM5hkqWcLue2WgMiCwSCKxSK2trbw9re/HZcvX7YzIKh58ufQoUNW7+sd73gHrl69is3NTQAwCIeEMTQ0hJGREeRyOWQyGcua54JVq1Xce++9iMViWF9ft0RLEsjw8DB2dnZMkyZBMoTv5MmTWFlZsSOWjx8/boz1nnvuQa1Ww9vf/nZks1l0u11zWLdaLYyNjZkWsLm5aZp0INCLhlpdXbWzwxVe0s2rn2tugKtJu054Mgj2hdoesB9Nw80G9Gel0+dxEFSi0TfctIQttN+uU5jWEs+mIF1oWCoZFZkqYT5uboUTGHreaDQsSotOWA0+oDDihlZLhRtUn6/RVaoB00rjZyx5RObN+2g9sd9kqGNjYyiXy/j0pz9tybfxeBx33XWXOXcpMDgWPlN9W5xbWqucM1qEhHNduFKDAJSu9G8Vmup/GURnei0hTuL2Z86cMYHIOacloxFXvt879uLZZ59FsVjExMQEvuM7vgOFQgFTU1M4duxYX3ScWvqkX4YPK31z/gldKYxExU8hWioXKgR0L7LvZPBq7dAqY84JyzypBcTnUJBpBQGGQGsYOy0uri2tr1Cod2aW66Ok0KcfVqFFFWakLSalsiIG3QDdbtcqoVSrVTuD6ZZ38nc6HRw9ehRjY2O4evUqzp8/j6GhIZw6dQrLy8uo1+tIp9OIRqN49dVXMTs7i6mpKTzzzDMIBALI5/NYXFw0Sbqzs4NwOIz77rsPExMTqFQqFubYbDbNSX/o0CG8+OKLdjZDJpNBs9m0SSwUClZMkYlg1GJarRaeffZZhEIhjI6OYmFhAWfPnjXHdKvVwhNPPGGRRrlcDjs7O/A8D8ePH8eFCxcQj8dx7ty5PnOejKlcLhuxcvPTQuEmVqGjPhYSu1oAit/zHl5LrYxVbePxuFWMds8iD4d7xydMTU31Yc18JjV6Ei1zkfRaNeXJiM6ePWs12Lhhea644s1k2IQJ6bzk+UCBQMDCf33ft5I/OkfAPiSgDlp1kvN/PVFS51LxcuYWUBvWyC+9RwWsWnnNZtOSbwOBAD71qU9hZGQEb3/72/Ge97wHx44dw+rqKl5++WW0Wr2y/cqI+CyusTJ6fsbfzMTWo6S5FjpONs21UMWAUKIL7eia6t+tVgsXL17E8PAw/uiP/gizs7N94efqV1MhUCwW8dnPfhYvvvgifvqnfxpHjhzBI488gk9+8pO4//77kc/n7bjrSqVyE3RHa1yVEwpHhajUYovH4yaYBvlcaO3zGYTcFIHgvO7u7prSRLqgD4ZCg7TKvUgFRdeGYyoWi0Y//J79yOVylvej+5z+ZfUpacRpIBDoqzYRCoUsmZ3K2PDwsEVqas7P2NjY341MfmbZx+NxzM3N4aGHHsL169fthEmWV/F9H7FYDC+88IL5U1gUkxEZ8XgcMzMziEQiVsm4Wq2iXq+jXC6bNF5cXLRQvFqtZjktw8PDpq2zBDi14E6nY0UtWRF2enoaV65csZI2+Xwe9913H65du4ZWq2Ux4+FwGDMzM1hcXEQ4HLaS3tls1mpUcRyqHSkxKOavmrE6+tSpr5AMNXO9jpYP8ePR0VGMj49bEqoL/QCwemxAf/6KMhZeSwuGcNQghzHhRwpR7Q+tDDKdQCBgVRc4nkQiYZCG+hnUua+WCvsSDAYNTyfcoNCh53kGxZFO6WMiQ+cPtUZaGWql6BrxPSrwuKm10u7Gxgb+5E/+BKFQCBMTEzhx4gQmJib6tFRWN+B8UxCohq2QJOlICyWyqS9GA0eUVvjjwopk5oOsWqUfHs5HJqz+G32+WtRkkIuLizh79ixqtRq+9Vu/FZ1OB2fOnMHDDz880I/I5+g+UqtBmTQ1ewocKqL0QylawLVTy4Xrr8KN3/N9tKJII5lMBvl83sbH92hUX6fTMV6gyo+uEdeBcD6fo3PIz6j48jvOESF70n04HMb4+LhVpeBcAT2BzzB2CpZBfje2W0LAdDq9YpTj4+N21OxTTz2FjY0NO8r20qVLuOeeexCNRvHkk08CgCVULi8vG86fz+fx4IMP4tChQ7h27ZodhVytVrG5uYlCoYBQKIRisWg1yniI0MLCgkEehDdqtRo2Nzctu5fRaLFYDKdOncLe3h4WFxdx9OhRJJNJHD16FLlcDlevXkW73cbY2Bg6nQ5mZmYwMjJiZ17cfffdeO655xCPx83f8PDDD+Po0aMAYFqRaneq3VPTY6OGqZqs+mJ4j0JqyhBarRbS6TQymQwmJycxNjaGI0eO9GnELJPy3//7f7cqsi5TIXErk0un02bFqIOZY3rttddMCJMeKOS5aRgEQL9KLBZDLpdDOp1GKpXCyMgIMpmMhaiS4bsOexU4GmlGbZzf6Zxqpj5/04pxI4FUaPCH12jIr1oL/J/XkraHhobwR3/0RxZ9+P73vx/vf//7MT4+jkwmg0wmY0qWWkOcV3W+EzJrt3s12BgG7wYCKEMlnfBHFQJqtupfcqEyFVAsGJvNZi3CTq0IjcIjg3e17N/5nd/BJz7xCQQCAfz8z/88PM/Dk08+ibvuussKm3Is7D/fA8BgR84VLRw6zjlHtIRUSSGCosqQCkUqoplMBolEwmBOQm3cF7SYOp2OWfdcfwbEADDfj1vhgfRJWkun0xgZGTG/sR5URsFZr9f7TlAl76DQUX8toydbrRaGh4et0DCVc/p02AdGnh3UbgmIzPN6Ibtf/vKXUSgUrA4ZK4HOzc2hWCziueeew8zMDEZHR1EoFNBsNhGPxzE1NYV4PI63vOUtSKfT2NjYMAdwINBLhKxUKubsPXXqFMLhMG7cuGERIiwfQsfVzs4OarVaH0yioX+1Wg03btzAu9/9biwuLlr4aqlUQigUsj4DvUAAOnLz+TyWl5fx2c9+ts/hODQ0hPPnz1tYMjdzLBYzU12ZOQlbtWMyNxU2ZNpknrph+Zua1WuvvYalpSWDFWndEacmhHDhwgWsr6/bBuTz2ciQ+c5wOIzR0VGsrq72MTUAeOmllzAxMYHNzc0++I/PpDVApzWZNWEwblgAfeHWhOpUyLCv/Fufq8mMLNPCeSTGrJCG5jXQUct30/rjeDgGQhQK91EokKGRSRJnHxoawl/91V8BAD7wgQ9gamoKjzzyCL72ta8ZralDX88KAfYZE9eQzJ4VdrPZbN8+5G/1oVCpoXLAvlMo0G+ojEYtHUI7oVAI6+vrxuRdPw0FNUsgATCmzn5cuHABf/7nf47HH38c/+Jf/Av8wi/8At761rfi8ccfx6c//Wk7toN0SyGmgpR/1+t1KxRJf5867NVvxz7yOz6HhS0VLiPzBfb9kEQOWI2DmfWhUK8sEde9UqlY/zkfGsDBPcjjP1QxY4QYaZlCmmMh76Kvhz4nJpuvr6/bWVvNZhNPP/20+UXr9bopcKlUCrFYzOBartWgdktYMACwvLyMcrls2kSxWMT6+jruvvtuVKtVVCoVHD582DajFkCMRqOYnJy0ZKidnR3zudTrdYu8KhQKeNe73oUbN27YRtMIjFarhdXVVcPEySAmJyfNmlFTeWZmxqom5/N5lMtlFItFzM3Nodls2ul9jD7LZDJ2zO/e3h5++qd/GkCPYfGgNRI/BYcWH1QmDuxHgAH7G0ehAYXS1LLh89WhrZrY6uoqSqWSESKJk3MeCoVQKpVMW+b8cRMq4+CPYsNq2geDwb7in0D/+TBq9lMohEIhE/qErXi6Iz9jRBGZFcdJoeR5Xl/pHWqEZNLUfBU6ov+Nc8+qtTomMgNi3eyfCnRq//yMQlODG1gNms8cHh7G4uIiWq0WMpkMZmdn7f36Ls/zDGpVOqGyoZo3BaZrxfC9g2AvtQw0bFxpgfPB62mhpFIpXL9+/SbrTaEh0hHnQ0OzgZ5F9fWvf932BZGA1dVVOwGXlpPCs4S7CQfxhFlVJFjzi3OhEKiOif2hZk/hTaFGRs69Q6c+10itXmDfqubaA/uh0JwHRnixD0NDQ+b7U4ha503LOtFfw891HekeYL5gqVTC5cuXTSkgv1LaoJLn+jbd5g3CTf93t1wu5z/66KMW67+7u2vQUqVSsWrDFAh0ioXDYRw9etQmOplMYnV1FRsbGybJ6Yy66667cO3aNYTDYYuMoHM4l8uZaVmtVq08RDabNdOSWnEoFMIDDzyApaUlVKtVKyu+s7OD0dHRvqNHx8bGsLq6ilgshkQigWvXrmF4eBhnzpzBxz/+cfzyL/+yOQE1Tp9rQm2KDN7Fv4H9sE5aIeqQ1eZiz+rYVRiMxEyNm+PmuEZGRrC1tYVHH30U3/3d342jR4/2RZ2RkBXqCQQCKJVK+NKXvmT5R4Qnrl692me2A/sRQRqeSXiDkAUhTAoFapucB2BfOCnOT4uUWqn6pshU6M9Q7VmhBGAfJlKGzZBSFbIKE/F+9QlwjqltalQV14vWEKMRH3roIdRqNTQaDTz99NOm1RJS0UAKBo5Q8SAtcM3GxsZMOGsoMsfmQkUUeDMzM8hms0in030augYOsO+FQgGf+9zn8NJLL+HLX/4y4vG43ecGCpB2tBAo+0IGHolEcOzYMTz++OM4fvw4/vk//+doNpv4+Z//eTzzzDN2BlQoFLIEV4UOG40GJiYmrDK5vps0mEqlTIGjRat+HCpY4XDY4F/V5DOZTF80mVr7pGfuX/IzJnoTavN933gC15G0n8vlDFUg/VFRo3ILwCofk941+pBZ/kSKtra2kMlkkMvlEI/Hkc1msbOzg5deeglDQ0P2Tu5DQnAA8P3f//1f833/AZe33xICZnx83H/HO96BnZ0dOzSp0+lYHbFIJGLM2fd71XCDwSDm5ubg+74lI7I0A6MdOBEkWGo4PMmw2+3lHvB6msj5fB7tdtuEEonyyJEjVoRxcnISmUzGfDojIyOoVCrmcL5x40ZfAUuGQF+7ds2gN6DHBHO5HGq1mkFqil9z06om58JIQP/JdqpRKCNTGA3obaJqtWoMSZ21GqESCvVKSTAIIhwOY2NjAz/yIz+Cj370o6ahuvdT0BF/Pn/+PK5fv24HoZ05c6avphUPXgNgkTq1Ws2OUGBiHq0LMh9l/Mr0GSBApYTwgCYOqnVHwaAOaBV6KpAIp/KZOlZl1mS0qo1Wq1WD3fhuhsyGQiETElw//k1mH4/Hcd9995nj/PnnnzfnLQVprVYzgatOdL6L/c3lcsjlcn1KC8dLoeHCPtFoFMePH7dwXrVkXN/L3t4ezp49i49//OOo1+s4c+YMpqam7MRKhZI0mopzrVY4rRyFff7lv/yXiMVi+K3f+i10Oh185CMfwZ/+6Z/avDMghMomhapCUKwXplGLzB3h3GlCJ5VT1+/GedJkTn5Oxz6tCt6jwQL0MwI9AVWr1czi6nQ6SKVS5pukcEkmkxgdHUWr1UKhUDBrg4oxlST6TWgJpVKpvvwgrj33yh133IHZ2Vmsr6+j2+1ia2urLzo1nU6blQgAH/zgBwcKmFsCImPNpLvvvhsnT56E53mW8T48PGxOfDqhgsFgX60cwktMnCwWi2bBVKtV+6GAokYwOjpqkBo1ZMbWJ5NJLC4umuB5+9vfboxxamoKIyMjWFtbM8lOjJKf12o1zM7OmvNvdHQUW1tbKBaLGBoassVVc5UMjsxA/ycBuBEbvFc/V+cjLRBlIOqIVkbG37qBlEl6Xq8QIk39r371qwbrqZmuUJl+Rsc0ANs0qkEq5kyLSS0WhdU0mksFjT6DTIqbjGMmU3fDKzVCSLV3Pp/P5PsVkycGTwajQp3v5zrweGKuhR6VSwGq8IzCb2Saa2trplnTyU9Lxfd9my+Fo6hBa4IpGRrXgWuiAteFhqiN87pBTX2Ga2trWFpaQrFYvIkOVXlyA1eULtgXzimFz/Xr1xGLxfD444+jVCrhi1/8Iu6//35j1owsJFQ3PDzcB4cSNiLNKFxHS578ggES9HEpRMr7FO3gfVoGRq1zWh98ts4338N9yT2gcB73EF0IsVgMmUymrwwN+6D7jHuCEZKMcCN60en0Dq+7evWqlRhy8648zzM48o2MlFvCyd/pdPDggw/i3LlzuHjxojlrG40Grl27ZnHkyWQS6XTaCkheuXLFJpfOvW63V4hubGwMm5ubGBsbM+igXq9bFeVIJILFxUWT7hQSPEsjk8mgWq3iiSeewPb2Ni5evIixsTFMT09jeXkZ6+vrGB8fh+d5WF9fxwMPPIDLly9jc3MTw8PDOHHiBBYXFzE8PIx6vY7t7W1cvXrVKv2GQiHk83nTJpmEpvg3N59q0sC+1qMmt/pX3LnVCBQ+MxAIWGVUoF/zVzxcNUhexxNHX3rpJayurhrDdYUg381NwZMWL1++jGvXrhnMRb8aN2IwGDRYlIckqc+F71Ori456/k0G42L8yrBUWHAe6bTnGvF+blJWetCoI9XaG42GHYEM7JdDp+DhWqrvi/Cv4uXKXBTepFC7ePEiZmZmsLCwgPvvvx/PPfec5TKQuVG7JPOiwNH/tQKxC9up34MCigKSsNpB/gnOR6vVwp/92Z+ZL4yCj+8iHXOOSYd8juugZ78oxP/gD/4AExMTOHLkCGZnZ/Haa6/hne98J1544QVTSlnDcG5urs9pTn8Eq1LQgibjZsAH14Jln9LpdF/+EemEwoLOex51TPpiLgpplnNNqJAKA4UG9xuVX6IEnBv6R/hOHqjHIIBms2mBOirIaaXMzc1hdHQUn/zkJ81dQNphlCErzasvkUpXOp3uQ14GtVvCgonFYrh8+bIdO0om5/u+bUwedzs8PGwHj5VKJaytrWFrawsALJek0WhgZWUFd9xxh4U8ciMxUWl7e9sk/eHDh1EsFlGr1VCr1czauPvuu7G4uIjFxUUMDQ1hbm4O6+vrqNVqFrZcKBSQyWRw7do1bG9vo9lsYmpqCmtra2g2m1haWsLW1pZFmZGAiJlHIhGsra3dZL24AgRAH6N0YQ8AfRqGavF8nwuhaaSTfkeL5SDtdGZmxjR6nvqpfgOgv2YVnxsMBjE8PGy+BAo+YvsqOFgxIZFIWLVZfsf+KnMj8+R4XGhFIS9uOIWndM673a5BPxwT79FKAxT66q9QyMgtvKjz4nk9HxTpXIMKgH0nOmFeAH0abDweR7FYtJNTibVzHsiM1PriHJIW2CcKZvWhUQCpE5eCic5dVyHSsVIY7u7uYnl5GYlEAuVyuU/LV8VIrRJX0Lp7QIVMtVrF1atXUa/X8e53vxtDQ0N48skn8fDDD9s+j0QiFi1H2iKNsyiuWvK06jRcmpaARnQpzahSpv0kPXBfcQ51n/Hdw8PD9hmfSQuMdOIKfa4V+03FQn0/Q0NDVhVe4ctIJGJh/tyPfC/Ho/lrVEQ498wpfCMn/5taMJ7nfQLAEwA2fN+/+/XP/hWAfwRg8/XLftn3/c+8/t0vAfgHADoAftr3/b94s3cQB1RsvdPpmF9jamoKk5OTuPfee7G6uorz58+jXC5jY2MD7XbbYBpi9Cxq+dJLL5lDj5gvM+UB2DkxLEl9+PBhVCoVVKtVPPzwwygWi9jd3cXMzIyd/zI0NITx8XErlTA+Po6dnR2Uy2U8+uijKBQKOHv2LAKBAFZXV61CwNe//vU+SCCdTvdlylN4kGlNT0/3BSNwcbnhXEhsUCPjcK0b1R7JWEiwCscB+8KKzJrmeTabRaFQwG/+5m/ix3/8x5HL5fqYu1ox6ucgDPnss8/2MRhqX9woo6OjBvsA+xFzbmKkC8MRJiMjobOe2q/6C/ibZ2uwzxr2y7nRQAqGhvJ6rhvHzrnkOrG/4XDYsH36HxiSSq1XhUwkErHQXypavIcRYAxVnZqastLxtIbUAuJzqdQoDFur1fqi0DQYQZkm9w/9ACos2cgEySivXLmCYrGIsbExAP2wLNdJrSUXklOFjExOLWrf9/GHf/iHePnll/GjP/qj+Mf/+B/jV3/1V/Fd3/VdmJmZwR//8R8jEon0lRXimfJMViWTZMQp6YbP5/rncjmjCe5T+o2oxNKCIATLZ2qQBP1loVCoD3ImTEpaodXAuVaFJBgMGu1QILGIJcekVThIK7RoWPiVPIqRs+y762/iPPi+b3k1pJW/aamY3wHwGwB+1/n8133f/z/1A8/z7gTwfQDuAjAF4H96nnfc9/0O3qARdtnZ2UGz2TQtMZFI4K1vfSsymQwajQaeffZZrK+vY2lpyaAtahjEVoPB3mmIvu9b9FalUkEul+ub3HA4jKtXryIcDmNiYgJXr17FxMQEjh8/jq2tLezs7JgPaGtrC6FQCCdOnMDa2hrW1tasfMfm5ibGx8cxPz+Pr33tawiHwxZgcOLECUtOIgFRawoEAhbpoRsS6FkIb3vb21CpVPCVr3zFrC63ucyVnwH9QkS1Kobo8hpCVC40Qu2Iv/V9p0+ftlyZnZ0d/Pt//+9xxx13YHJy0gSlajVqNQSDQSwsLODBBx/Eyy+/bLWRqOkxwUuTH0kjCm2RoXM8qkVTuAAw4tc+EapR6OV1+rW+cNO2222DNcmYKfA5n8yF0NP9OG8KSeo4yMDU8vJ93xgP140MRR3fPMek3W7j0qVLmJmZQS6Xs6oXxWKxb80oYIF9hkgtnlo6hQyVAfZNLRSeE+IGKCjdsN/MPfsv/+W/WFAO4U6+nwJOrUS3aRqBQrCK+7fbbZw9exanT5/GqVOncPLkSfzGb/wGfuiHfshSFzgXZO6sJ6h+D46LdbioRNCKJH0Wi0XjNwDsHB+FcFXZYVkj9WNw7DzYi5AuFR2GLqu/cHt7u0+oc021soWGTVN5owJfrVatiG+tVkOhUDBLRvcGxxwMBlEuly0IgIKHFjfD47V+nNveFCLzff+vAGy/2XWvt+8E8Pu+7+/5vn8VwCUAb3uzm+jHoD+CsAnLKVDL4qQA+wdNxWIxLCwsmEbHySSeyoCAbrdrxSO5GIwGq1aruPPOOy2XhWfS5PN5k9STk5MoFArY3t7G8ePHrbTNsWPHMDY2huvXryOZTKJSqdjphIwYKRaLJlAYiUVIw4UYfN/Hgw8+aDHoNI914/O6QbCGWiXa6BRXp65qrEqw6u/hdRRWwH79LjI/+pgoKHmfq9kq/DM7O4vZ2VkA+xATgL4Npf4TfaZCD2TiuhkV1gHQh4OrM1ctM7XomDjH8VJzVEFNhse+0mGqvixVGth/Mjll2pyzcLh38J5eq/4fWlOE8BKJhMHHVEI8z7OwfeYsUcCRIVLLduEPXW/tA/vKzHPOl1qr7KsqS7u7u7h8+bK9lzSj/jJdJ4WHuVZK92rlaF95z4svvojV1VV84AMfQK1Ww1/+5V/a+TGMSuT+J3NUeJX70c29AWAwKteaza06wPv4HAb5kN6UVgbBpuyXBons7e2hXC5bBKemaZDhs2+kX/p79DAzziuz/ilEqayQxkgzzNInzSmMqbzjIAQF+Jv5YP6J53kve573Cc/zmA48DWBRrll6/bM3bAzR7Ha7GB4exvz8PI4ePYqJiQmcO3cOp0+fxrPPPosXX3zRosX29vYwNjZmFUdZ9iUQCGBiYqIvcoRl0flZo9FAuVw2mOqhhx5CJpPB4uIims0m7rjjDoyNjWFrawvz8/M4fvw4lpaWMDc3h/vuuw/nz59Hq9XCqVOnLKkzHo9bNjrDAbe3t+38dmoxvu9jdnYW5XLZCE03VTQaxenTp1EsFnH9+nVz7qmmR4arDJ0Lrk5p1fpUS1TLRrVxNdP5TIWC+DnrpzF6CQA+8YlP9IUy8jkKmwH7kNFdd92Fd77znchkMuaf4iZnXTHiz/ybzn51rpJJKNFTsSC0wHwHblwKG9eSUxiOzyJ8QsbExpwXap1kuLTIqIUS5lBho4xV8xhcTJ7jJKNQB6vi8VeuXAEAgxXb7badR8Q54pqTcTFQgVAgj5hWWnH9MMx9Ub+dKgdqkfAICh5pvL6+brRHy1iZrEKW6nvknKiVrvAe39dut3HhwgV86lOfQi6Xw9jYGC5duoQjR47YPZyLRCJhFgmVWUKLtAAoCPTcI/Kp4eFhC6agXwmAMXzN1ifT16hJCjpaolxTrg8FMHOdSMcKEzIUmfNDXjcyMmLnv3BtFdamAqN0R/5Yr9ctCpc//GxnZweFQsHyfyiQtJLAoPbXFTC/BeAIgFMAVgH8v/9XH+B53o95nvdVz/O+Slz4/vvvx4kTJzA3N2d5K6+++qodlayheIcOHbIClhsbG6hWq+h0Ona2ywMPPGAm3uzsrBELQ4ZzuRy++7u/G1NTU1heXkaj0cDCwgKy2SwWFxdRKBRw9913Y319HS+//DLuvfdenDt3DpcvX8aDDz6IfD6P7e1tI6q1tTVMTk5addfHHnsM8XgcX/rSl/oO/InH47hy5YoJudfnwjZMs9nE5uYmVldXreqz65RVhkYGNAgP5//qGOS7NLRXLQEVOHy3Mm82CnKgx8RefvllvPjii2aJMrJFLSUyT/pWDh8+jEcffRRTU1MmbHn6o0JkqmlqXTC1pDRLmmHBrjWlzni1mLT0C7BfFYGRNbxfHavdbrcvY16ds9yAhGMIWWiABgWTCk91pPJ5zDFijgv7olAhr6MgIJSjjlq1tmgZ6Oe0jpRuKAyCwSCmpqaQzWZNaCq0pHRJoXvmzBl88pOftFwrFm3knHPOtLH/Cu9po2Ci1aJJydw/S0tLeOqpp/CTP/mTOHXqFD72sY/hR3/0RxGJRMzPxwrctVrNrD1q8WrFK+ylgRO7u7vGeyiAVEAEg0GzXNjfoaEhq2RNf8fW1pbRulrrjF7jMcZak9A914bWIeetVCrZfBSLRaysrKBSqZhAovXKtWP/Sa/NZhPb29t2Hhd90qpocu4rlQoKhcJNPKdvTQ/85g2a7/vrvu93fN/vAvj/YB8GWwYwK5fOvP7ZoGf8tu/7D/i+/0AkEsHExASGh4et9H44HEahUDB8sVQqYWFhwSK4NjY2jDH+s3/2zyx/heVZ1tbWsLe3h3w+jwsXLpgG+PDDDyOdTuPRRx/FxsaGJU4eOnTIQhLj8TiOHDmCr371q9jZ2cEDDzyAdrtXuPKhhx7Czs4O2u02UqkURkdHEQqFcPjwYZw6dQqe1yvH//LLL+PatWvmlKW2yD6rg5tESWJst9tYX1+3KDlN8uLmVLPUhcO42QCYNqbQIJ+nsJwKLIXMVIgB/acTTk9P9+HuTz31FNbX1/tMamWKCqXw/8nJSRw6dMiupcbH+9wQazJ0bi71TfD5hAE1V4YbULVyNj5ftWK2g+BGzq2G/HJ+3VBcFY7q4NfncGxqpSiswaZHO7N/rVbLcrTUuuN7dJ0JrfA7hXsIDfNaKgSpVMqOPVCBInu574e+IdI/rQIqNey30pXSrttUuRn0PWmHsM5zzz2HUCiED3zgA2g0Gkin0zh+/Lg526l8MByd/SZNuXC0WlC0RlQYaMi2KjJKczo3biIpLVw+m7CU7kOlTVrVtJLdKDOusfp+qPjQ+uFaEA4mdEvIlUoKoTTSsp5QGwwGLZ/voPbXEjCe503Kv98N4NXX//4zAN/ned6Q53mHABwD8PybPS8ej+O9732vndvSarVw4cIFnDt3zkw2nhQ5Ojpq9bwajQYOHTqEX//1X8f6+ro5E19++WULWQbQB5elUilMTU3h3LlzOHPmDBKJBMbHx83Hw3L/Fy5cQCaTwR133IHz58+j2WwinU7j2rVrfRrf1atXEY/HLZyZsN7GxoZFgRHnTCaTyGQyfYzWdfbzcCEuLs9TV5hJ20E+F4VZuAEHhR+715GQqcmpVk0GCsBO8Dx16pTdf/r0aXz84x/vE4pansRtgUAAs7OzOHXqFObn563kOLVsvlOZMuee71SBo5o9hTn7rDAgBbsLrXGDU6iRaXFtgP1QXa29pRo3LUC+34V+VPjr2mlinmbkq/9ENU2uHZm+RleRmXNtFSZjIyNV2FCZnwqCEydOYGxsrA+GVYiL/SRzXFpawic/+UmDiBidxDG7c+5axy5tanMhRDJQFXxra2v4i7/4C/h+r+rHr//6r+Pd7363Rd8xd6TRaFglDtbKo1KiViVpko5yFUacWwp+Vwnkvup0OmaRMJIwnU5bEAmhYmXyIyMjBmkxaZxry1M7tTgnjytJJpNIpVJm/bJiNNArpknriMnoVEiILKRSKQtcYj4MgwOUJ7B2299IwHie938BeBbACc/zljzP+wcAfs3zvFc8z3sZwGMAfhYAfN8/A+APAZwF8OcAfsp/kwgyoLcBlpaWbHNtb2/b3xqXPTY2ZqUTQqHeORkbGxsWery7u4t6vY4TJ06gWq3aufdzc3MYGhrCo48+itHRUSwvL1u0GsOXNzc3cejQISvzkkgkMDExgUuXLhkTYxlvCsILFy6g2+3ixo0blp9z6dIlg/B0M2nkEDcvtQZ16HGT6MKp05O/+TdhDI1UUib8+hra34rFk6EAMN+BEYYDo3Bj6+b+2te+hlgshnQ6DaDHfK9cuYKNjQ1zirq+hwH0hVQqhfn5edO89L1kQFwDhnpq7ozCKspYNXmRc6awDn+rT0BPoeRvfk+INRgMGlyiPgj2gcKHAm2QT4NMilq3+su0L9RuGYJMq077r9aXnhNDS4rXcA5JUxy7WkpuX/P5vOV8saly5FovnU4HKysraLVaZh2RSXMfk97dfqngVXrXPqlVoJAWr+P6v/zyyyiVSrj//vtx/fp1nDlzxsqvkFZJz8yRU0iWa8tACc/z+ipvaJ/4bhW4/K00RD8Py7YkEgmjY64Zx6hrzOcrJEilQo/RJi/ROVdeQ2HY7Xat7pkLtxMKpoCln5XKzaC1eKP2jUSR/T3f9yd93w/7vj/j+/5/9n3/h3zfv8f3/Xt93/8O3/dX5fp/7fv+Ed/3T/i+/9k3ez4X+8qVK1hZWcGVK1dw48YNXLt2Dfl8HidOnLAci83NTezu7mJ2dtY0Kh6ORWdbMpnE+vo6ZmdnrZxMNBrFY489hnPnzuGLX/wiACCfz2NkZASFQgFbW1u48847cfXqVdy4cQN33HEHGo0GvvCFL2B+fh6jo6MGP9DKyOVyGBkZQblcxgMPPIBEIoG/+Iu/wOzsLHK5HLa2tiyIgMQ8OzuLnZ0diy5T05QEBPQLEgB9RKPCxcWrlUmQELX0uWr+vJabm5EpJDJqRrqJNckM6B0+9Mgjj+D+++/vszb+3b/7d1heXkalUjHNlvcrZKREfdddd+HBBx+0gnrsEwWNMjj+T+akmfXcSIpP61xz/jhuJrPxuZpkpnAD/SZa2l2fSQE/NDTUl7WvFgr7QUWDWimZDJ9BgUNNm4EPaoUqJENLhk5hWnucC7UI2VfOD7X/Vqt38JTi+wBw8uRJg4AUxqXgVOul2WyiWCzi4x//uNW7ogbsWnP627XM9fmqIPA3PyMNqMVNJrixsYHf/d3fxbve9S4EAgF88pOfxM/93M8hk8nYPdyHnDeuj/od6cyntk6hSCuXuU1AvyWrcCKVCJ0DhVMpHMj4tXIxw5d3d3dtnPT9JJNJ7O3tmf+ZCqPmqVBB73a75pdTRYPX0w9F3xFhMfII5tnQjaAowBudB3NLZPKTSK9evYrr168jn89bWZHt7V6ENI95ZQmXSqWCaDSKUqmEWq2GaDSKWq1mG7bVamFrawvf8z3fg5mZGZw+fRq7u7t9mauFQgEnTpzAoUOH8NRTT2Fubg6xWAxf+cpXcOedd+Jtb3sbdnZ2zKRk5MX4+Dj29vaQTqcxMzODr3/96ygWi3jve9+Lzc1NrK+v45VXXjETlCU81tbWAOzXgiIBkXG7uDuJQi0fhhDSOgD6E+l4nRIHn6/Xc6MoFKa+CUaycJNTE9NExVAohE9/+tO4//77kU6nbUyLi4v4wz/8Q1y6dMkwXGV8rqDiRrj77rvx4IMP2iFM7JdCZKoFk+Fx7Nw8zLHgeNS5rvOgODgDE6hhqkbO4pMUEu12G5cvX8bZs2etP7QWVHkAYI5TZaJkoKFQyOZNrUOlD11z9lmZFDVdwpgKZZJZ6vgZlcf7OGesTcXnpNNp3HPPPcjn831WmmrUCo+1222srq7ir/7qr7C8vGzVkgH0rTn75kJJqgSoFaDQMAW1+iYUUuQzqQSWSiV8/vOfxwc+8AFb31/+5V/uK+7IuWYQAoUpFQnSLvewFpukEKWloMoT9ygFUzgctnwaHopHgbW9vY3t7W1LzeBZL3o0sfJKPfeIEXDMx2LgEAVQo9HA9va2QWqkVZZhGhkZwejoKNLptCnqrN3IEjGVSsWgNSqcLMT5RmVigFtEwPh+rz5VuVxGPp9HIpGw8DeeDx8Oh7G7u4tKpYKNjQ3kcjlcv34dmUwGExMTfclzTDZ773vfiwsXLuDatWsGlTGia3d3FydOnMCNGzdw9epVfOADH8Brr72GM2fO4Hu/93sxMTGBxcVF2yj1eh0jIyO4//77sbm5iVqthnvvvRfXrl1DtVrF0aNHcfXqVRQKBTMrmREeiUT6cgio3ZJZ6abSeHo1XdWJ6eYscHPxPmBfiCiOTw3YFUxcA10PNg1GIFPkNZ7nYXl5GclkEgsLC31M9Atf+AJeffVVs2LYF+2z9pWwVzabxdTUVJ//QE17jhvYhzm0357nmUapUIyGc7r+pkHMn1FFhNl0k9MvsbCwAGA/ukmtLLWQKEAJkbCvOh7SggZzKLSiygPHQ2Gg2fFcIxUqtD5cBUM1ddeCHR8fN2vSFS5kohwD6XZxcRFPP/20MUEqF65vQtdMgxWUjlVIkw7Vb6Y0yu85HxxjOBzGK6+8YifVPv300zZmMspB+40QEQBLQqaQ1L3E/tPHqnSp+1G1fbXK1Urd29vrGz8Vy3K5bP4dVSwpYLlvABjMxkAlCg3SB/sYCoWsRI6OhUozrTIXvqd/mEKP1REGQd+2vgd+87+xcdNxw166dAlTU1OoVCpWlZhmH4+ILRQKeM973oMvfelLGB4eNimezWbx0EMPIRKJ4PTp00ZoR48etQoAx44dw+zsLP78z/8c73nPe7C3t4cnn3wS73//+/G93/u9+OxnP4vr16/jyJEjdsLcoUOH8Morr+DrX/86vuu7vguvvfYafu/3fg//8B/+Q5w9exZPPvkk7r33XhSLRZw+fdpO+ONi02zXzFfVqNUvwM2mTE0jnTRRjRuPWD2vBdCn6bkbVn0L+p3v93IuGGni+jeCwV49se3tbQQCvfIan/jEJ/DII4/gpZdesj7t7u7id37nd6wg4+zsrEEHdFzSctA+RaNRnDx5EqFQCKurq32HkTEfSOEejTBztWsyNz6bn3PjaBi1zgevdx3T3KR8nyZJamQO15PwSjgcxuLiIsbHx20MnOu9vT3zVSjkRqtHy79r2RtGCbFAoVpqFBp8B4WJ9lctmKGhIROkvu/j8OHDxpTV2e8KFdXQC4UCfuM3fgPLy8uYm5szZ7geDEhrQQMTdC5cS04hYbVeVJCoJaACsNvtlZj//zH339Fx3de5MPycmUEZYBqAGfReSIIE2MQmSqJESqRVLcuW5CIp8Y0dOXHiVCf+7pvmJOs6ub7xdZw4sWPHtmxLlC3JlCyrmFQjRZEUCXYQIEAQHRgM6gwGgz4z5/sDejb2HIJObt7vu4tnLSwAU075lV2e/ey95+bmMDo6ik996lP44Q9/iOzsbOzevRvHjx+X0vb06jRpgEqAUDH3F3+ocJLJ5RJVbCyox0kTU3g+QrusGM7ClCT2aIOTyo7rlwyvaDSKZDKZssYImfE7NpsNPp9P4tZpaUuNHCknSQAgm1ArT9KpaQRR4SUSCZHB3B+a3m49bggPhhZTTU2NPPzs7CzWrl0rE82HmpycxO23346amhqMjIzA5XIhFAohGo1izZo1uP3229HZ2YmWlhbMz89Lr/a+vj7k5+dj1apVaGtrw+HDh7FmzRq8/PLLOHnyJH79138dFy9exPe+9z3s3r0bW7duxcjICEpLS3HLLbfg5MmTqKurQ0FBAZ5++mmMj4+jtrYWzzzzDK5evYqdO3diYmICJSUlImg4YYaxnOzHBcbn5iay4vNAasAaWFYc1piKfk9DbgBSBA+tF25ubQlqoURMldYc/yaeT6FPYci4FYUhr5tIJPDlL38Zzz33nDR9Ityokyj1pjSMpVyY2tpabNq0SWjgvB6td2118v74HDyPhmb4On/o5egNxfHnOGi8WcNwFM6a0qoDwZwPKqNEYjk/ixYix5OKwtoDhgwgDU/Sy7Db7SmxGwApsRRNUea1KJw124nPwxyxjIwMrF69GrW1tSkJhlYvV8ddFhcXcfnyZfzkJz9Bf/9SjjVbANMTtHq+PLRRpBWLJjtoz1t7wbTkdWyL466V1eLiIl577TWJI3z3u9/Fnj17MDY2hmQyKbA7YXUqTioWvsdzEykhJMpqIlyXNIq5vkhjJixGRRQMBhEOhyWROj09HaOjo3JtnQQ7OzsrBoxpmlJ+ShtJ9C50vh9lCREh5gHNzs5iYmICIyMjAgnHYjFUV1cjLy9PKs9ro72iokIaI9Lbppejk3Stxw2hYBwOBwoKCnD16lUMDg4iMzMTOTk56O3tlW5rzJRvaGjA2NgYhoeHMTo6iszMTGlT7PF40NvbKwulsrJSMlE9Hg8yMzPR2dkJl8uFxsZG9Pb2orq6Gnv27MHRo0cRDofR0NCAd955B+fOnYPL5cLExAR++ctfYsOGDWhra0MwGMTtt9+O6upq9PT0oKSkBBUVFTh//jycTidCoZAIcAqGrKwsjI2NpQQuuWm0+6w3oqaLasuOm4/VAoDUUvsaBgKWhYGGg6zCWZ8/EAjIvGhPSysbKzxBYbVu3bqU13nOd955R1pRcwPx3hkj0p4JrX/Cn7m5uSkCigpZw158Vt6bjjtpz0ALZO0psEcLz6sVtf4ehS7jPPzhPBIaY3tjrkVd7Zg4P4UDhQmtew3ZaY+G90HByHEDllmAhGy4BjkW1riFJgpwDletWiWMS/2sVu9FW9gLCwu4fPkyDh8+jLm5OZSVlUmynyYF8L55HgpbDcHwWbSHYiWZ6PnWe0Pfl14LNptNujLW1dWl7KOpqakUD1grMgpsvq4hKSournsaEzrPiWtkJQOOkBqVAO+fRAm+znvjeqQHxPmmh05PElg2ivh9TaHOzs5GTk4O3G633CtRBKItdXV1WLt2LVwuV4phRWWj47JkN/4qJtkN09Fy27ZtSCQSwsKhO0iuOEuEkPExNjYGt9uNrKwsbNmyBeFwWDLyS0pKkJ2djXA4jPT0dJSUlODq1auIx+PYs2cPTp06heHhYTzwwAMIBoO4dOkStm3bBodjKSO9u7sbd955Jy5evIiKigqkp6fjzJkzqK2tRU1NDY4ePYpIJILGxkZ0dXVJkNTj8Ug5GyqI3NxcCXBzEXBTaJdfz4O25rXVraEcTjo3hfZ0NAuHh4Yb6EJTaHGjawyaQkDjsLwG2xLozZ2VlYXf+Z3fweHDh/Hee+/Jc/DIy8vDn//5n6OoqAiBQEDGTJeu4Pjwu3y2WCyGzs5OBIPBaxSkhq+08uFvIDWoT6WqvUCO50q4Pzc3hSCFpoawdIIjz0lBRJydxgOvsbCwIAly+rNW5TIzMyNBX9M0xavh3BC+0bg/x43eF3+TvKAFFtdWaWmpIAZUvhxXfW88L6GYkydP4r//9/+OZDKJzZs3w+fz4dKlS/L92dlZyU/TwXBr5QK9XrTi0YpNK3qOs45lWf/nOHGdfeELX8ALL7yAjIwMfPKTn8TXv/51VFRUpChSzSbj6xquJvTKCg9krs7MzEjNQWCZnaghUbvdnlK9g4YUn3l8fBw2m03gdRodjJFxzZimKQV1S0tLEQqFZC3yOnxueihkn5Hk1NnZKUYGiwmPj4+jtLRUAvsM8utETnpPAOT50tPT8Td/8zc3bkdLbvCCggIUFRWJNZaTk4OhoSFhhEQiEQwPD2Nqakq0+caNGzE3NyfuHvtjRyIRxONxVFZWIhwOY2pqCvfee6+UYlmzZo0oq82bN8Pv9wshYNWqVejo6JB8nHPnziE3NxeVlZVoamoCAKxduxadnZ3SNhZYEqKxWEw2Ai0VDW3ozcTNDqRi0HqTcKFz4WprnYdWThp71/CRVelovFULZQ05UCBrwWw9KIQIMbF8jPW+wuGwFCPUgU3tyehgtX6e7Oxs5Ofnw+VypQhkWuIaXqHA4uvWwwqzaAtNK2COB8dMW8hUKJxXzcpKJpd7o5OVpkkKXBdcM7TQeQ98ZgpjFrQk5MXx0smWOnjPOdG4uPaANIWbc1tZWYni4uKU3iUrrS/tBS8sLGBqagqHDx8Wr6i0tPSaa2rvgAJZP6v2PqzrVq8v7gt9aMtZK1xeXyusubk5dHZ2wul0YnBwEKtWrUJpaalAT4ZhpDT5onfH9URFTqVIeJHeglZuyWRqKSZ6Ebo1ByniVNT8rWNthEATiYTEXLheCFexXJXD4RAjjYYEvQ3Oe1ZWltQVY/CfRqvNtsRIC4VCiEQiokj1HHg8HmRnZ0tMmWNjZYXq44bwYHw+n/nkk08iGAxKEtLk5CT8fj8ASNG1xsZGYS84HA6UlZUJjdk0TVRUVCAcDssD5+bm4uTJk8jNzUVOTg4GBgYkJ4YFJW02m9QH27x5MwCgra0Na9euxcDAgMR20tPTpbsma/tUVVVJMCyRSAhtNR5fKiMzOTkpBASdpMQNSWGmBSQASTBl8zQA12x662GNRXBMtJvN82jrXsMV3Ozk+OvPMaYEQGiMWkHabDbU1NTgoYcewne+8x2Mjo6m3AvHJTc3F3/1V38lOL/Vk0kkEikbkYdhGGIoXLlyRUpc8DsUAtbv0BrWmLWGNvjs2svRUIiGUDg3/L72FKhgKDxmZ2eFBUl6O8eBxhED7BqyIgwBLLd31hCq9na10NVGglYEvGfCJdqzycrKQkVFBSoqKkQIAtcmW/L+KNxmZmZw5coVnDlzBt/+9rdhGAZuueUWBAIBnDlzRry7cDiMnJwciTNQ0erzakWgYUg+J59rJSNKw07Ww5rLZBhLSaPr169HS0sLvvnNb2JmZgZf+cpXpDAoZQ/nkNfSnrKGdxm7YyY+e6to44EWPgPx2gvkfuJ+t65lehJcC/wO1xCLdobDYSSTSYm90GiiF0V5SAOOxsbw8DCA5eRlVuTWVHDODw1ATTRhfC0zMxN/9Vd/deN6MHa7HZcvX5akwGQyifr6eszMzMBut6OwsBA33XST9Caoq6tDbm6u5MIUFxfD7/dL/bGtW7eitLQUra2tqK+vlwz/z3zmMygvL8ehQ4cEQx8dHUVzczMeeOABtLa2oq+vT+I/WVlZuO222xAMBtHf3y9sNrfbjczMTExMTMDr9WJxcRHbtm1LyaRlF0sdwAaQsrG0N6KhMi5oJldpC9pqKfHQi1Z7IFzQ17PGOf4ahqAC1Jak/izpjVY4qbOzEz/+8Y/x6KOPXmOFUmhGo1H81V/9lcSzWH5jcnJSYhAsGWO9vs/nQ0lJCTZu3IjS0lIhTnAzaY9MbxD9XBQ8FLraW9Fzww1PAaYFns1mE2YOx1cLOwZlqRiysrIE9+a88N51nhPHiVYx62Tx+ejFcGxYF0pj5Zx7Jjhyvkjh5z2WlZWhvr4eVVVVkvOhiR/8rceJCX+XL1/GX/zFX+Df/u3fYJomPvWpT2HXrl1obW0Vg4hQkDX+Qy9DK0OrMaG9M/7WkJX+jlWZ6jmyKq7JyUlcuXIFyWQS/+N//A/4fD6BgQjN09pnTIUGgI6PxONxycVLJBJSZiovLy+lthvhrOHhYcRiMYGXCMMxXsZn5/WdTicKCwtFqVAxabiNnoSuwEHDkLJjampKmpCxeSJLxMzNzcHr9SI/P1/kja6owJgMzxmPx+V5aWBrA+t6xw2hYPTiYOHLgYEB2O12obgGg0GhsI6OjspnPR6P4IVerxebNm3CsWPH8Prrr4sXkpmZiV27duHFF1/E+fPn0djYKOQBr9eLu+++G4cPH5YKARQ6e/fuxaVLl5BMJhEIBKQ0DLvQVVRUIBgMSh8ZBtIAyORwg+rS/HxmLrKV4gBWWICWibZwtMUHpJZ358KlsOWhBYm2cDU8BCx7HHpjW4O2PD/vIZlMYmhoCJWVlXC73TKn2pJkjtL777+PwcFBTE9PpxTV4zjQml/JuvV6vSgoKBBYRz+ndtcpeFZSsNqL4UbhdRiHAiBsGut5CUvwXnl/4+PjiMViSE9Ph8/nE6W/uLgo+VEanjNNU4L+en6o5HTdLM4P70cn4GqrV1vYfBYdP/J4PFL5m4pZP5s2Puil0mKdmppCU1OTJA07HEuFXg3DkOA+ACksaV3HOmam71G/pz1R7hMNHWvPmd/RcRjrGtfrNBKJCKHo8OHDck7OkV4vDodDYhgaxtL3zjgEsNTCQdN5CXdpMgbnkwm4rOYwPj6ektCbl5cn/ZJorDAGR++KRUQ1c1HHUXnvGirT+5ceDu8FWG7LTblAOWslMXA89f2sdNwQEJnH4zH37NkDt9uNRCIhSUIFBQVobW2FYSwltjG4zEUUCASkGOS+fftw4cIFNDc34yMf+QgWFhZw6NAh3H///SgsLMQPf/hDNDY2orq6GqdOnYLT6URVVRUOHToEh8MheS42mw0PP/wwQqEQWlpaUFJSgnA4jP7+fpSXl2N4eBj19fXo6+sT1kVnZycWFxfR09MjSZnJZBI5OTkpmwFY3hBWjJzWLf/X8IEWJunp6bjrrrsQjUZx7NgxAMtCiYc1QEplpz0efofuu45DUBjxXjS0R4ExNjYmFry2jA1jqZp0Y2Mj3nrrLQwOLhfT1kFunv/P/uzPUFJSIi0VHA4HvF6vKBduRl31lcokHo9jZGQEk5OT6OvruwbL5xhy3HkQX6bApSdhhVso6LSVzO9w/hgXodDndUjZtuLzHAfdMZGWri7rwfsyjKVaWdFoVCjwWllzfayEmfPgPaSlpUkRQ+1daxjOqggYv1hYWMCVK1dw/vx5fOMb3xBBc88992DDhg1oaWnBiRMnRDGOjIwIScfa5lrHNjgfHG+uTe11aq+eFrV1bWqPU69JBscJ8wDA5s2b0dHRAbvdjieffBI/+MEPJH6kx1MbaqTncy9RaZPAQCJSOByW+3E6nTJ2OveHXgDXSSKxlEdEjwKANAwjfMb1wbgf45HRaBQTExMpELY2hkicysrKQnZ2tuTFcE3E43Gpc0e2bjKZlBg2k8Q1XGyz2YR4Qg/6T/7kT1aEyG6IREsA0m42KysLa9asQSgUQnt7O6qrqyWxEoBskvn5eQSDQTQ2NmLVqlX4/ve/j49//OMoLy/Ha6+9hng8jscffxwvvvgiIpEI7r77bpw7dw7Nzc2oqKjAzMwM9u/fj507dyIUCqGrqwt79uzB4uIiDh06hNzcXLhcLly8eBFr165FIBBARkYG/H4/enp6UFhYiImJCXR2dqKoqAjnzp1DQ0MDOjo6BHt1Op1SIBNYjmNor2Qlwa6VCwUsF1kikcCBAweERssNpxlEPLfGT7Ww5fvW39zQXER0y2nhaKWjcxi0BWmaJq5cuYLNmzfjlltuwcsvvywbnMqF13M4HPjKV76C2tpa/PZv/zZqa2tF4Xk8HqkxRoVCUoAOlLLURU5OjrQ4iEajKTESCjctPKkYKMR1EF4LeMYuKFiAZe9UC2bCW1Zhb4XomBinsXFNh+b6oDBkfTDGIyn46CEwLqBjNIwl8L48Hg/y8vJQUlIiuUe8njYwtfdCAUp2UTAYxN/93d9JNXEm9tXX16OrqwsXL16UNTg5OSlEAl6Hgk6PObBcJkhXtOA60YpSrx3tzejx1R6+nnOtiPS9xONxNDQ0YGZmBkNDQygqKhJWF2Ekm20pmdjlcomyYZVo7l3mDDGxk3uDnrlOtSBBibLA4XBIvxUtC5h/E4vFMDw8nMJIoywAlpvMTU9PCzTGcUskElK9nft3cnJSDCoy/DgvNpstRUFybfFaLCVExT0/Py/t56933BAQGd02r9cr5VtmZmbg9XrhdDoxOjoqMFNlZaVMHrNR3377bdx8883o6+vDsWPHkJeXh/vvvx/vv/8+FhcXsXnzZpw8eRLRaBTl5eWiGNasWSOsr4qKCkxMTODMmTMoKCjA6tWrMTw8jJ07d6bwv+12O6qrqwWnraurQ3p6OiKRCP7wD/8QTqcTubm5KZiujodoPFlbj8DKgXpabVoQMLhHV3ila/C7OihsHXOru8t74HtcuOTW894IRfF+NQTHTX369Gl4vV54vd4Ui0p7Erz3q1ev4sKFC1IqiLg2q9wCEOtNFxHUxSdzcnIQCARQVFSUAs9Z82d0fovVq+OG0hCgFngakuKY6nwFPT70UrViJ/1eW+pWIcj5o4BfXFxMwfXj8Timp6clE1zHjzhvbrdblIdhGCgtLUV+fr6sG+sas8KYvHd6YH19fThz5gx6enpEgJOY4XA40NfXJzE0wzCkxTTHW4+xFWqkMuM9WeMn+tCQp/bSde02YDlepo057TUNDAzIunn11VelVxSvz+9x/Lne9VwyJsbPMEbD93QMjX12rAmJ9NIdDgcqKioEwdHeLQ1dGkQU7jQyFhYWBPHx+/0y5iTP6PXFMeKeojHHv91ut3Tr5KGTgmlwJBIJFBQUoLCwMGVtrnTcEB6MYRhoaGjA+Pg4WlpakJ6ejtraWrEsKNSj0Sj6+/uRkZGBHTt24OTJk7h69SrWrl2L8+fPw26346677sLAwADeeustrFmzBuXl5bh8+TLy8vJQW1uLK1euwOVyYcuWLejo6EB5eTnWr1+Pt99+GzabDVu3bsXJkyeRlpaG6upqoSKbpomCggI4HA60tbUhEonglltuQXNzszCF/v7v/x6hUEgYF9p15aLTGwRITQ7UB1/TSYgAUjaXjrloL4ICAFhaOCxRriEaven1a1rYcFGTEMF7ME0T2dnZKYE+q3d09epVjI+P4+abb0Z7ezs6OztFaGoIjjDPSy+9hKKiIjlfbm6uYMis4sAAN60nbkZugPz8fCSTSfj9fqkXR+PEqjS0oON40uKm0GAugo4L8fn1JuXB79GwYAkQWp268CE/T3iU8+Z0OjE9PZ0Ce5JeSuU1NDSEqqoqpKeni8VMGIZKOzc3Fx6PB8XFxSlwmPYeNJyoBT0rLszPz+PcuXP4yle+IpYtcXu/34+bb74Z4XAYbW1tInAp7Pm/9iR1nE+vNy0A9TrTMSV9z1SketyBZdYdX+M9EJLkXozFYlK+5uDBg9i5cyeGhoaQnp4uPVs4x/F4XKAuKgQ+g81mE8XCaslOp1OK3PKeKJgdDocEz/1+vxhMwHK8g59jMzSfz4fCwkJhViaTyZSyRITjPR4PpqenUV5eLikDbEVO74ZKiePPH+afud1uGSsad1NTU+KlVVZWor+/H+FwGJ2dneIU6N5I1uOG8GAIGwwPD8M0TZSXl0tlUNbFWlxcxPDwMJLJJPbu3YuJiQn09/ejpKQEAwMDmJqawu7du5GTk4Pm5mYhBLS1tSE7OxslJSUIBoOw2WzIz89HR0cH/H4/1qxZI73kt2zZgs7OTuTn58sg61o/aWlpOHPmDEzTxK233oqrV69KshNpzPF4XDjq3NgUilQK1vgALVlar7T+NCSgrVvCS8CysNPxm7S0NKmeGovFUqxBrdgASLxDb3SNx2urEYBYLXwu6/1pCGR2dhYZGRkyPjrQyHvnd9gegfWsYrGYWHKEK7hJyIzSHqJ+j51GCwoKkJ+fL/1q+Hx6bCnY9LwAkLwBnpvPxXumEOB8WCEYCjNa01aYUHuOTqdTlC6FM4WUnl/i+Xl5eSlFTwmLMJbm8/lQXFwsrSy4vqxeC7Bs7fMZyGKLxWIYGBjAG2+8gfHx8ZTnS09PR1FREVatWiVkHAp9nVTK69GI0FR9q0GiYWQ9L7wvK3Fhpe9oRpZeuzTseNB4SCSWMtHXrFkj7cm5/jm+vBawrCwYdGc8hZ/NyMhIye2id8t1T2XEmBSZWTTUmIdDA4qkCtY4Y0DdbreLEmQclKw2KkQiB4uLi/IdylHKDl3lnP/z+llZWXC5XJIqkUgs0dNpYMzMzGByclI6Al/vuCGC/AUFBeY999yDLVu2YGZmBiMjI7JJN27ciNbWVoyNjeH+++/H/Pw8Dh48iEAggJqaGrS3tyM/P19YYtFoFJ/5zGdw5MgRnD17Fps3b0YsFsPo6ChWrVqF7u5uzMzMoKioCC6XCy0tLXC5XAgEApiZmUFubi4GBgaQnZ2NTZs24fTp0wgEAjBNE+Pj49LrZWpqCrW1tTh+/Djq6+vx3nvvwe12Y2pqCjk5OSk8d2BpY3AhcSNQ4NBatcYp9LHSxrQeGo/WliAPChnOeW5uruQCcXNo2Mxut0vLalpshHkoMILBIIBrYzm8XnFxMUpKSpBIJNDU1JQiZPhcFBoOx1LJoGg0iieeeAJVVVWorq5GRkaGwAQMWGpFSYHA8dZjSPhicnJSvBrColbBoRUrYQ1eh5tZK2CNhWsFp2GJSCQiZTc020zDLwyUcmwYw+vr60NJSUkKkQCA4PraE05PT0dZWRmysrLg8/nknHoutAC1xlsIOycSCQwNDeHgwYN488030dXVJWuLJAyXy4WPfOQjcDqdeP7551NytYaHh5GWliblfej98/k1VKPjXVZigo4PUfla4WLCVlrR6LVlhaE5BhTULpcLsVgMDzzwAMbHx9HV1YWcnByBtjIyMsQbACAQFuNfAMSA4zxo4c0x5X0ybjU1NZVSZ8xuX866110j7Xa7GGmkulO56PpkvDYz7mmo0Djz+XxYXFxqX0JPncqX36PRSk/Y7/cLLE1CQjweR29vLxKJhDShoyz76le/umKQ/4ZRMH/wB3+QwhIj1fXUqaWOy3v37sXLL7+M/Px8PPTQQ/L6nj17cOHCBRw4cAB/+qd/itHRUTzzzDPwer2orq5GS0sLVq1aBY/Hg6amJgQCAVRVVaGlpQV+v1+EU11dHZqbm5Geno78/HypvFxYWIhQKIScnBxRPjt27EB7e7tYmcFgUAJ8TqcTxcXFGB8flw0EQBYbNzcDzbTurBvMGrPRf/+qg1aL3lgUlIRvrIrP6mUxxygSiaQIMa4V5lXMzs4iGAymWOoajqKb7vP5cMcdd+Ddd99FMBhMqZCsFQwTuZiUt7CwgMceewx1dXWora1FTk6OCGS3231N9j/HV3s7Vm9pdnZWqkLQ6rNmZOugqI69aFKGJkJwM2ucnN/Tf/MZicUz0dQ6r7SSGSfgdfT5yDgrKChAXl6edEjURotWtNaYEhUWnzsejyMUCmFkZATf+973cObMmRSP0zAMKWL52GOPwTRNtLW1SV4JlQuFD0v9W/F8QmNWr1sbPtrL4+uaVKK9bb2O+VsnCmo4lkKUyqO4uBgTExNobGzELbfcgqeeegoej0f2LO9Dl2mhErZ6Sk6nU3KP+DyEd2n8UAHoNcHxosJhfxVN0mASMmE9AOLVMFbN9UJqPJ+BcZq0tDRJBCU0Z7PZxIOh8cSDBh3njIQFyhIaYaOjowCAb33rWzcui4z4NGGETZs2oba2Fj//+c9RWFiInTt34vnnn8e2bdtw22234Uc/+hHGxsbwhS98Aa+++io6Ozvx6KOP4ty5czhx4gSKi4uxdu1aHD9+HFu2bEFRURHefvttbNu2DRUVFXjttdfEbWR2eSgUQmZmJgoLC9HW1obx8XHs3LkTbW1tyMzMRENDAy5fvoz6+noMDg5icHAQa9euxdzcHEKhkCxeLgqv1ytVBlbyPrQLz01s3ThaOOrNqM+nN4OOJejNCCx7Flz0VoyYCqOgoACxWAyBQADj4+MiEFjSnYKBuK5mANGSowDjd+fn59HW1obS0lLB9jVsQSFCIUzhZ7fb8dJLL2H9+vUpyYW8flpamsBfDMTyXnXuAMdKe0BOp1PKZiwuLkrhVMIeVkub19DzQkHDc1sNArLGdJCUQVkeWiDRq+K48n0+GwUS16nT6UROTk5Kfo2+Px230D+8N3ovrKbb0dGBc+fO4dy5cylCnrAds7jtdjuuXr2aQncFlkkbfFbNiLTGHHUckFY+71d7Jlq5WPcBf3Ot06vm93g9Xkvfl2EYkgx6+fJlKVHF8vm8d84ZBbLNZpO2ITSIeB/aY6TBwbwYHeMiO1LDvUzc1lWs9bjSQOTzc4/r5Euy1Tjnek1am95pRh/jrIwPcf1SwRDC5RgvLi6KvKZxdr3jhvBgioqKzI997GO46aabUFZWhvfffx8DAwO45ZZbcPbsWUxMTOD3f//38eyzzyIcDuOxxx7DyMgIDh48iK1bt2LTpk34/ve/j9nZWWzcuBHd3d2Yn5/H3r17ceLECczNzeHuu+/GgQMHYLPZsGfPHly6dAmTk5Nwu90YGRlBXV0d+vr6MDo6ih07dmB4eBhDQ0O499574XQ60dPTA8Mw0N7ejqqqKvT396OhoQHnz5/H5cuXkZGRIbBKTU0NotGo9MLQFUcpfDVEYMXm+Tkucp30yENbz1ZsXW9WXs8abNXnoeBljwen04ne3l7BXPl5NoHjtem5jI6OprjrutVvdna2lCuvq6tDJBJBa2ur4Pp60et7orLimNjtdjz88MOora3FqlWrkJOTIxvAbreL0tAxGd4jrXSrEAAgRAJmY8/NzSEajSIcDqOsrAzt7e0plZcpLDmfVKikrtIDoxelY1XakNAWPOdJB6j1/ft8PqEaU6lay+lbvSA9//p8VC5UDNFoFO+//z4uXryI5557LkWQ8KAXUlhYiDvvvBNzc3MYHBxEX18fotGowE0dHR0wDEPul5Aqn5v0XH1967W0p6UrhvNZuC/47FQoJGFohABYThjWvXB4LzabDS6XC7OzsygtLZU1WVVVJWw9pghoFIDtJjiXNGo451wT9DJcLpfsFcNYJuAkEgnxClm1g6wsCn1tbGkPUMedNC2ahgkZhlS6NC6JVFBG8Bl1VQp6zhyj7OzslD5EMzMzGBsbQzweR05ODubm5vD1r3/9xobIXnrpJTz//PNwOBxYu3YtCgoKcODAAXzmM5/B7OwsfvzjH+P3f//3MTs7i2eeeQbDw8P427/9W7z77rs4fvw4Nm3ahLa2NmGS9ff34/z583jkkUewsLCA/fv3Y9euXZiZmcGlS5dQXl6O0dFRqT/W1NSErVu3YmZmBm1tbcjKysK+ffvw0ksvYfv27RgaGsL09DSi0Sg8Ho/ACqtXr8aPfvQjsWZM00RjYyPC4TCi0WiKIiArRSsFjr/1fyu8AVxb8pvxEOBamEFj2Pp1YJkJlEgkkJ+fD5ttKbub/cozMjLwzjvvpFxTL34AgrtnZmYiFothaGgIwDL1ku87nU4R/k6nE4FAAOnpS90FmW2scXjeu1YCfJ/49rZt2/DAAw8gNzcXRUVFKeVT0tLSBD7TFrhWNrS49NzwOvSkyLahxxWLxQT3piehg80UmDwnBQENAw2t6esBSNnMbFNARk9WVpbkrtBapTLSNFx6QFpJ0RvTcBghxOHhYYyPj+Pll1/Ga6+9JmNthaZoNGRmZuKTn/wkotEoIpEILl++jKmpKYmznT59WgQXGVK6jI1hGHC73SL4eC2rouX4/aqaZbwvHXPjZ1diSPIzVBSEu7juuVbLy8vR19eHysrKFDiIsVMaEXosycTKysrCyMiIrFHKApfLlVJolM9AQc71wcC+RgEozDkX9CSYNAksxYAIw1GZUGHROHS5XDDN5SKtXKtUUvT2WTmCLEZ+X8Oyfr8/xVgj2eAv//Ivb1yIzOl04sSJEwAgQuPVV1/Fjh07cO7cOVy4cAEf/vCHcfXqVRw9ehR2ux2/9mu/htdeew1NTU1IS0uTBkI1NTVoamrCyMgI1qxZg/b2drS0tCAQCODw4cOYnZ3Fnj170NfXh7y8PNhsNvT29qKsrAw221Lxuvr6emzatAn79+9HaWmpMMfGxsZQUFCA8fFxpKen44EHHsBzzz2X4v7rhcKYBumkOi7CgzCdVh7XC35S0HOyNTy2kqLRgsLqdpumKV4A4y52u10KFBK24PWZscwOeBQMU1NTKbWsNCzEQz93OBxGWloafD6f9MixKkBtRfO7fN1ms+H06dPIzs7G+vXr4XAs97kAlmErYs2atEALkDXvdF0sjh2tUQ0dJpNJuN1uUYhkc+m6YWRekfbJOdExEV6LDDRa+FlZWXA4HILRs50thQCVCwUVlQvPzzmlYGK8hrAMFQyV49jYGFpaWnDp0iW8/fbbsh70uuG5OT+NjY3CrOSz8pqFhYUpnibHUkNjXOfWOdbrGkBKSXrNSLRSzfW5tFLUnqU1/qJZevw+163dbkdJSQlCoRCmp6dhsy1X19DCmWuEnhuVL6FnKh9+lswsygTOBY050sypgCjkeVC5Md2Axgbjt6ZpSjqEXhe8T77GeCVhTa08yJS1ev3am+TedzqdorAMw0iBz1Y6bggPpqioyPyLv/gL5Obm4tKlS2hsbMSGDRvw1a9+FbfccgvWrl2LAwcOIB6PY8eOHThz5gzGxsaQnp6OmpoaNDc3o76+HpWVlbh69SoAYNeuXfjFL34Bl8uFjIwMdHd3o6ioSOqP3X777XjzzTcRiURw0003oaWlBVlZWWhoaMDp06fFkuR1otEoampq0NnZiSeeeALBYBCvvfYaotGoMKkYaGMCGvHqWCyWEni2YpZWT8Mam+BGt3o7+vs67qLhEr2RdFA8KysLfr9fSlOwgCcX/MsvvyxxGcMwJNah+6DQIktPT0coFJKyMBSUdPvT09OlM6VhGFJ+/8qVK+ju7paNQuVA4aC9GP1MVBoOhwOFhYVobGzEvffei4aGBukBRE+KykJnsFvhI8ILVvxej69Wgiu9b5qmPK81/qXvnUJXQ4DaSrTOu/6+Pp+Gl/RzaCYa54tdRDs7OzEyMoIXX3wRly9fvuZZrYYJ7+9LX/oSTNOU77S1tSEUCon1zjL4xOuZrKehKApQHQvQBhWfn3CO9gT1uqaxxNyflcbGKmB5Hq4dnoMCksbEli1b0NzcjPn5eWk7QYVgGMv9nKampoTRxf/pVUxOTqbkvek5BiCePFsUE4pjV0wae5FIRHJhNMuUz0ol7HQ6pVUJ50OvL94nITsWaeXcaC+M9zU6OiokJZ1LNDU1hby8PLjdbtTU1AgrMysrC3/8x3/8X6umbBhGmWEY7xiG0WoYRothGL//weu5hmG8YRhGxwe/cz543TAM458Mw7hqGMZFwzA2/0fXoBV06tQpxONxFBQU4LnnnoPH40FpaSneeustDAwMYOPGjejp6cHc3Bx8Ph/27duHK1euID09Hfv27cOxY8fQ19eHm2++GRcuXMD09DRycnLQ1dWFrKwsdHR0IBgMyjkNY6kXRigUgtPpxD333AO73Y78/Hzs27dPAvzj4+PYsGEDrl69ik2bNuHSpUs4cuQI6urqJFDIxcxAKDcRS2Br5aI9CqvS0AJHb1ArlCATaFvOC9BwFs9NpUKLmLGSwsJCqa3Eg9ZpYWFhivvLzawXcVpamjDNhoaGpOQ5IRha6QBSYCnGKwAInVbHKLQg1s+rhaEWoqFQCO+88w7m5ubQ0tKCnp4ehMNhsdbZ/tWq5DnW9BDYf4OKU19Xwzz6Oxxbji8rF3i9XoEc+eN2u+WHG1nnNehrWNeD9oI4/nxdx5jomdFrYWxpYGAAHR0dePPNN/Hcc8+hpaUlRbFYFaj2mgmJkK4cj8cxOjoq6/fmm29OWbfaQ9bPsJKVy+to4clz6HuyQqj6NX0tPY6cN/7Wz6QNNqtiZhyNz0qjh4qOa5trlAmY9EZoyDHuo+MnuooCi1zS06TXGY/HJS9venoahrEEN8/OzornMD8/L3HdyclJ2UM64M/WyZwPXtflciErK0v2BrCczE1DsLCwUFp70/OcnZ0Vb4WygbEfkplWOv5DD8YwjCIARaZpnjUMww3gDICPAPg0gAnTNP/eMIz/D4Ac0zS/ZBjGvQC+AOBeANsBfMM0ze2/6hrV1dXmb/7mb6KhoQFNTU0YGxvD7t27MTw8jJMnT6KmpgaNjY04dOgQkskk9u3bh2Qyibfeeguf//zncfr0abz22mv4oz/6I0QiEezfvx/l5eWyCGpqatDW1oYNGzZgeHgYFy9eRH5+PtavX4+nn34amZmZqK6uxvT0NO666y689tprYvlu2rQJIyMjsNls2LhxI9577z2Ew2HccccdCAaDQhwAIBit5qtz45BNwoXLjaRxdN6vVhTcDIy56O9bLUG6w4QACHFx4TAISMq1zbaUiUsuPnFYh8OB1157Te6LEIDGhmmdERqg0ujr65NFSyuNeRv0Yujy+/1+DA4OYmxsDBMTE6KE+HzXEzC00PjM6enpaGxsRFpaGoLBIOrq6nDrrbfC5/OhoKAgBYbi5ynk9Qa0HivFMTT0ZaVka9LF9bwg/q2td6uRoQ0Mrdj4/FQoVCI8J5Uu6eORSATnz5/HL37xC0xOTl5TWobPqO+PApFMtXvuuUfqAMZiMfT392NwcFCE7Be/+EV86UtfgmEsl49h3EhbyfScCRXx0B6Onl+rIaDf5/rmvTLWQ4GsvURNqOFc60A5CSL0yisrK3Hx4kVUVlbK2nW5XJifn5e4DOMwsVgMOTk5wqjMzc2VpFcAKfPjcDiQk5ODcDicUvyTz0vlNTs7K91xKQOYj6JLzrCSBgD5DtmJJOdQQfDcmsHI7pmLi4spEC3jrBzHUCiUEreiIqOhw31xvX4w/8cQmWEYPwfwzQ9+7jBNc+gDJXTYNM3VhmH82wd/P/vB59v5ueuds7q62vzzP/9ztLW14aabbkJGRgbOnDmDcDiMffv24f3334fT6URNTQ18Ph+ee+45VFZWoqamBq+//jp27NiBQCCAAwcOIBAIwOv1YnBwEKWlpWhra0NZWRlWr16NixcvIjc3F3v37sUbb7yBaDSKO++8U1zMy5cvI5FIoKioCJFIBB/5yEfw0ksv4eGHH0ZLSws6OzsRCAQk98Nms+Hs2bNCi2UWbVZWljAutFDQBRA1+4WHNfaghRJdWX5XH1aqoBakFGTz8/PIz8+Hz+dDIBCAy+WCYRgYHR1FWloaQqGQtCt47733MDExIRi0ppsSzyWdmbz9hYUFPPDAAzh58iQuXbok7DeXy4VkconqydpxFE6GsVRrKZFIoKOjQxY9x0H/tsaurPAZoQXeC8eLlPd169YhEAgI0UAH5Wlhkp6qS8JoC1gffE9b/Xydv7WC5D1bPRP+rZ+D39fWtWkudyjUeQ6EwBYXFzEyMiKdQw8ePIjx8XEZC6ti4b1rYc97SktLw2/91m8hPT0dvb29IoiamprEUDIMA7/4xS/wp3/6pzh27BiSyaRQphmD4zjyujS6aDFTkfA93pOOndBLozDTClfvG6209Zhan1Erbs4/ha5pmim5czqD3e12C3uMipolZFgSKJlMYu3atRgdHcXIyIiMFSnQrBbgcDgEFiMxgsrLMAyppcc1yV5CTBMg6WR6ehqJRELeZwIyiToaeiaxh6xJevSM/9CLpxFKgyAtLS2lygEZcDSmc3NzMTMzc10F838U5DcMoxLAJgAnARQopRECUPDB3yUA+tXXBj54LUXBGIbxJIAngaWKoK+//jo+97nPwePx4MUXX8Tg4CA++9nP4rnnnhOWRjwex6FDh7Br1y6Ul5fj1Vdfxec+9znk5+fjn//5n1FXVwen04n+/n7YbDa0tbVh8+bN2L59Ow4ePIjNmzdjy5Yt+MEPfoChoSHcd999eOONN5CevtS7IysrC3V1dQgGg6JcfuM3fgPRaFS6XJqmiZGRESSTSz1iuJiJi1qply6XS2AyHvQqrAmP1kMLKVpd1lgMYTcd4OXGZYCQJR/y8vIkgYoNibiJWJ7E6/VifHxc3HwKXEJI5NmHQiHZHAyWd3Z2oqKiAhcuXACwbGnTK6IFpvOFYrGYtENmqQuOm8/nQ19fX4qHtlJshuNEAoFWxE1NTWhpacHY2Bg2btwIn8+Huro69PT0iGWoM9kNwxCPh9ehYNNeB6/LudCGghV+0vdqnV8+k1ZYusSINYmVv/kZ9hJhM62uri4cOXJE5tVKBNAKz7rO+HwNDQ0oLi7GlStXZF3pNtDp6enYtm0bysvLceXKFQDLjcU4Vnq98rxcm/F4XIwfbUTo/CNNCrAaWzphUgfx6bFYmXpWmIj7TwfFScRhOSkag1Y6NceJqIRpmimUdGAJ+mW5o5ycHIG5OD7ai9NeKlEKCnjeWzQaFQ+FsDaZYsBSIzXC2YaxFF/VSAOhU73mrDA6APGI+NzaINGKhcqKcOL/T/JgDMNwATgC4H+YpnnAMIyIaZo+9X7YNM0cwzBeAfD3pmm+98HrbwH4kmmap6937vz8fPPIkSP42c9+hsHBQfy3//bfcPHiRZw8eRKJRAIPPPAAjh49iltuuQWVlZX44Q9/iLGxMfz5n/85/uf//J/YvHkz5ubm0NzcLLGA8fFx3HfffTh16hRisRg++tGP4uWXX0YsFsO9996L2tpafP3rX0d1dTVisZhUaXa73eju7kYsFsPOnTtx5swZgZiYhb527VosLi4iHA7j2LFjQv2jcKMLTYZWWlqaxGqsGbMUAFbGkd6cFEC6TAa/y/c1TEXsNyMjAyUlJZJLwSxfYCkwyeZY3ACBQAB33HEHfvzjHwv0QOxVs2FM08SqVavQ19cngg5YUigsUqqT9ex2u2QjG4Yh7DVN4c3IyEAkEhEaLMdN1znSeQwrBYqB5Q1DvJlC2mazIScnB4WFhfj7v/97PP/889I5MCsrCzk5OWJRch61tUxPh69z8/H6VsPCColxvnhwHqgEtPLgd2g88DOEOcLhsLQmOHv2LI4fP465uTlhKurckZW8Fj2eVmv+zjvvRGNjI7q6usQYYJmd3t5e+f6FCxewsLCA0tJSIXWwPAz/53gQDmIskuOolQiVBseGbSK0V6djKVrJa8OLn2Fcz5oWoPO6GENg9WkmR+oukT6fL6XgKZMxac0T9mZAnYJZd7RlnIbeps/ng822lF/CUjA0FghtaS+CpCGO1+LiIiKRiNQp06WnsrKyBBoDlnLXWOyWBiOVmM7OZ30x3fuFBz1Svk6Dn+s5MzMTX/rSl/7rHoxhGGkAfgbgGdM0D3zw8rBhGEUKIhv54PVBAGXq66UfvHbdw+v14m//9m/xhS98AT09PXjqqacQjUbx4IMP4ty5c2hvb8djjz2GZ555Bj//+c/x13/915ifn8dXv/pV7NixA5FIBJ2dnVi9ejWGhoawfft2RCIRHD9+HPfccw9isRieeeYZbNq0Cbfeeiu++c1vorCwECUlJaioqJCKo2wHu3XrVnR1deHKlSuorKzE1NQUgsEgioqKUFpaipMnT+KOO+4Q5UMYQ1M0ual8Ph9M08TU1FSKctEbQwsxLlY19vKbi5eKRlv2VEw2m00qI1Ax5OXlSX8J5vJEo1HMz8+L+0ulWFRUJJuJZVRIj6QSXVhYwNWrV5FMLiWlUdGkp6ejo6MDf/Inf4LLly9LiQxawKxlRSuIwoCuf3Z2tihGwjtWeANIhaM4hnpD0HMjfMfv5eXloaKiAn/zN3+DCxcuiPWVkZGBmpoarFmzRrpl5ubmSgIhCQvcuNoq1/Oj40Z6/nR8g4cVXqOS4XgwUzoSiWBiYgLRaBRdXV0IhUJobm5GNBpNoZbqa+k1ZWVg6WtS+MfjcZSXl+Oxxx5DLBZDb2+vCLTFxUUMDg5KSRCn04nnnnsONpsN7733Xko5Gy289b3oeCIPHdPid3lfnE+OKdej3i8rPbdeGzr+qb0FXlOz0OilcF0aH8SK8vPzU8g1DGyTUUlPTNOTuUcKCpYAnVAoJBAa4WHuz/HxcXg8HoGd2fOHnhUVBgkBZI4RVeCz8b51DItkBCrASCQCj8cj8UfuM2tsKxaLiTzIzMyE2+2WdUSYnzKGcS8azysd/6GCMZZG93sALpum+b/VWy8D+HUAf//B75+r13/XMIyfYCnIP/mr4i/AUlBq48aNOHPmDLq6uhCNRrF161bZQHfccQeam5sRj8fxG7/xG+jv78c777yDuro6nD9/XmqJtbe3o6GhAdPT04jHl0rATE9Po7W1FR6PB1u2bMErr7yC+vp6aeQ0PDyMxcVFrFmzBn19fVI9YGZmBg0NDRgdHZXF4ff7ce7cOXzoQx/ClStXcPvtt0tXSQDimtLyZC6G9lj4vk66+mCcZRPSsuSi5fu0pKjMtGXKYDs9KPYHZyY9F//s7CzS09OvaXJEV5q0YV6T7/PQEER6ejra2tpQW1uLnp4e2bDt7e3Supqf1VRgei9akVJ5chN5vV6x0LQFuxLkdD2Gkv7b4XBgcHAQw8PDCAQCKdATPa6Wlha43W6Ul5ejsbERbrcbubm5MoYsWklokHg3DYrrEQa0pa0FPeeXP1QqhL0WFxcxMDCAy5cvY2xsDAMDAwJj0GrV46AVsNVo4dqicNaxiDVr1mDr1q0YGRkRXJ+Z24uLixgaGhJFbJqmBMBZ3UIbPYRbgNR+N9rjsAp9ClQNe2kIh7Ah39fn0ALW6uFYIUytiPT6I7ztdrvFY15cXITL5RJmJe8zkUhI3TFguWUwa9fRuqdx5Xa7pTslFQuNOR3/0xA3mag0vLjnQ6EQ8vPzxfPg87G7JI0UKgkqGZvNhsLCwpT9zrEiicEwljqnMpbMNc49z/w3pi4QkaDBeL3jP+PB3ALgCQDNhmGc/+C1/wdLiuU5wzA+A6AXwKMfvPcalhhkVwHMAPhv/9EFyIhoa2uDx+PBxz/+cZw4cQLV1dWoq6vDt7/9bTz88MNobGzEwYMHkUwmcdddd+HZZ59FQ0MDJicnkUwmsX79eskqv+uuu3DkyBG89NJL2Lx5M+x2uzQja2lpwc0334yLFy+itLQUfX19mJubQ0ZGBk6cOIGKigqkpaWhvb0dNpsN27Ztk4lYt24dent7EQgE8Mtf/lIGmVauFlwAUFRUBKfTic7OzhRrV1vhDGByc3HCdKxGLxjN5af1oy0pWl+6pP3MzAx6enrg8/kQCoVEiTDQx4VaXFwsJWESiYTgt1p4amZKWloa+vv7xaJip9C/+7u/Q3V1NZ5++mlZzGxENTc3J9YUM9a5sQCIUibcQv4+x84ai7F6BispHk2w6OvruwYDJ+4+Pj6OsbExnD17NkUgsqmT0+mUpmY5OTmS4EmCALFqq3dJqziZTKZUBJiamkIoFJKadpFIBGNjY7IeKDR4LitExP/57PpzWijyNyEqPveWLVtQV1cHILUyMJVea2urnDMej+O73/0uAGBwcBD79+9HMpmUGB0NILId9Zxw3jUFWQs6fZ96vblcLoTDYWEs0nLW8UZtwPE9rXxp8PHZgFRjkD+zs7Ooq6tDR0eHFJvMzs4W5hfXO40er9eL6elpUTKMlTCj32ZbKsFvpeIzZsPnY/FTm80ma4OGYDK5VACTOXbRaFTYZvSGuF9IW6ZX5nK5pAK0w7HULykYDMrzEqbjfHHtklXG3Bey8wjlZWdnS2dOxiuvd/yHCuaDWMr1SvjeucLnTQC/8x+dVx9zc3Po7e3FLbfcgtWrV+OHP/whysrK4Pf7ceHCBdTX10v58rS0pVLgP/7xj1FcXCxW7vr164W5wW6WAwMDuPnmmxEMBjE4OIj8/Hx0d3fjjjvuwNDQEFavXo0rV65gfn4eubm5iEajUqY6Go1ienoau3fvhsfjwfnz58W1LC0txcWLF3H77bejublZJoxQEvFjAFIfS0MHOihmhTE0HEDrzGrhAcuwiraeZmZmkJGRgcLCQkxPT4vw5ib2+/0YGxuTTGFSD7mhY7EYTp8+LYKI9GSy4VggktaTtsy5GIElhRsKhbBhwwb89Kc/TWE9cazY2Im0SGtcSvda4ZhZISF+Vh8rxUB4WIUZgBSBpz9vjXWxw6Zpmujs7JTz+Xw+MS4qKyslP4jWvjYqKDjC4TAmJydFSevx0fEY/V3rPVn/15a9FUoCUhMG+V5ubi7WrVuX0lvGat0yHuZwOJCXl4ebbroJANDb24urV6+mwMKceyusafXa6dFyXWlvw+p1kUIPIOXzAGSf0dLWz68hOn1/XFvaYKFhmJaWhlgsJgJ0cnJSCDJ8DlZMZwL38PCwJF6ytfv8/LxAq1RuNJh0EVOSZjThgWQbIg4ZGRmYmJiAw+EQo0wbGtpDIuWayo7QPOOKsVhMWhQwT0cbHqa5VAFDK1+Ov05JSCQS0mSRhun1jhuiVMzs7CyeeOIJPP/88zh37hweeughDAwM4JlnnsHDDz+MgYEBvPrqqygoKMDQ0BBM08T999+Pzs5O3HbbbXjzzTfx9ttv45Of/CRM08QPf/hD2O123HPPPTh27BgqKysxPDyMyspK+P1+gcJeeOEF7Nq1S+C30tJS4fnb7XY8+OCDOHLkCDZs2AC73Y66ujpcvnwZTqcTDQ0Nkh8ALENHLpcrxdMgnZcbfSXGhXaPeWhMlRuLnoP+W+PAhMiYlW+zLTHIRkdHJVBLHJXCmxZOJBLB4uIiQqGQwC9UQBTqtFp4T7QKuRABCOzz1a9+FY8++igeeeQRHDt2TPpIUHgyuDg8PCwBeN4/vUBuGCpQ5spYCRBAKj1YCyh9aCGu500f1nNalZT+vmmaCIVCAJaNAxYCXMmKvt49aY/rekpupevzbw0daiHL9yl8NFzy0Y9+FDMzMxIAZryF8xMMBqWWHplP//7v/y4FXA8cOCDxBh2fIhSlhaCVRm/1PK3Pw/vl/NCj4uscI+3l6fMSTtbVh/XYaLSAY0cl0NfXJ4FuxvCIMHBPU4gbhoGioiLxsllmKRKJpEB3HAPCV5QTVCaTk5NimLJAJg2NaDQKr9crrDFdosdutyMUCokxxjEwTVPITgAEAeCYut3ulORIPmd2djZM0xT4nLRseuZUxMyHIRSo229Yjxuio2VOTg6+8Y1v4JFHHsG6devwxhtvICsrCw8++CBee+01dHR0wDRNDA8PY9WqVYhGoxgaGoLT6cS///u/4+TJk/jEJz6Bf//3f8cPfvAD7Nu3D2VlZRgZGUFVVRW6u7uxZ88eKWkxMTGBF154AYFAQLpSkhlSVFSET33qU1i/fr1YaNPT09JzobGxUQri6ZLXDHzREkomk5LQSMtlJWHGhXc9qh8VCc9J15WClAvd7XYjPz8fXq9XWB8LCwtobm5Gf38/xsbGMDU1JW2AgaWNMzExITTq+fl5BINBgbuAJdiEG5JCnXASkNqaliwZConnn38eubm5ePzxx6/JLaFg4HeGh4eFeEArjS68ribMRke8tsbReejgr1VBWAW9FeunAtPMOG3hWa1kCh2bzYaenh4xOqxEBP1dfS8rxeH4eSvUZzVCOCd6bvTntTECAMXFxdi8eTMeeOABKfPB7/A5AQhDicmZiUQCe/fuRW9vL4LBIAzDwLvvvpvCtuP985p8BittWHtYvC/+pgK0xm6oDLguadgQUrM+Nz1+7RXr8bUaIToOybVN7xKACFsmkOo9yIA6vXFC6dnZ2fJ5rqfFxUVZwxxjm80mCoSN8JjXxNJDjI0we5/JtLoBHuNIWsGTxcp9xr0WiUQkdjI0NIRgMIhwOCwohdfrxdDQkGT7a2M3mVxKLYhGo5icnBSP/XrHDaFgwuEwPve5z+Gtt95Cc3Mz9u7dC7/fj1/84heIx+MYGRmRmmGhUAi7du1CUVERurq6MDs7i9/8zd/Ez3/+c5SUlOCWW27BkSNH0N/fj4WFBQwPD+P+++/Hu+++i9tuuw1NTU0oLi7G9u3bYbfbJZHJ5XJhYmICNTU1eOONNzAwMID09HTs3r1b4I7FxUV0dHTgrrvugmmaUqCTcBgngUlPxHxpBeiNxE1G/jrdfB46W58LlNAGrQgKt4yMDExOToo1SvrjxMQEZmdnMTs7K2W5maynNzCQSmflvTB7n56H9nxsNptYvDyvxpqpEI8ePQrTNAVa0UKR3g6wHEiMRqMpAVNgSTDw3BxXHlpprwQZaU9CP7f+/EoeC4Uj/+a9ai9MC3z92vWUl1Xw6nNr6I+f15a2FoxWZaVpwNbnp/XJ9uDl5eUrCgSem2QPVo82DEMqI9jtdgwPD8MwDPT09Mh3qWSsuRZc/xqe0wpaM7Ss61FDu1ZPh96WhsGup5z5PevrpmmmGFK8B96vXlsU+MAyQ5HPynYc/JtCnfXfNNmHlGdtlJC0QdovDVSdE8Q4i4ZzeQ6y4agc6W0ylsu4Cr/P5xwaGsLk5KQoNb63sLCAaDQqBiHvk+elYub/NAivd9wQEJnX68ULL7yAe++9F263G4cPH8bY2Jhk5G/evBlpaWno6OjAfffdh2eeeQaRSASPPPIITp48iVdeeQXr1q3DwsICurq6UFdXh+HhYdlMp06dwu23346hoSE0NjZiYGAA4+PjKCkpEc1N1sSFCxewdu1aXL58GV6vF2+88QYKCwsxNDSEffv2wel04mtf+xrKysqwatUqtLS0iAXErF56JWxhS2YJEw25iDSV0roBiHVqyEZvPiogn88nmCg7dNIjSU9PR3Z2NoLBYEo/DG2ha6FGV5fn5mbRG5kuvC4VQziNG0QL4hMnTqCvrw9/9Ed/hOnpaZw/fz7FW+PmZ84LNyYbagHL0AfrpzE3gwHRlRLytCLhoa1Wa1yDwulXxWL0eHGc9Lzoc/B1qwJcSYFZlZ5VCVsVo/XeNamE1iuFblFREe6//34kk0khw1CBa7IGAOlgSus6kUjA7/fD4XDgZz/7GXbv3o309HR0dnbK9ynoaNUDy6VeeA86WdF66DEjDEVvQkNl9Fo4j1blqgP4es9oL0bPJS14wzAkdllZWSmxVxpICwsL8Pv9MsaMQ7LM0MzMjJTHYYCdypZKhcqQ2fP0yAFgYmJCcl4YO9G9XHJzc8WLzM7OTkmMzsnJkYob9L4Jy4XD4ZRcIo7N9PQ0IpGIoBxFRUUC6dOYp9wgOmIYhpAc2KJBz9OvYpHdEB5MJBJBTk4Ompqa8NxzzwmzgV0l2dxrZmYGzz77LO666y781m/9Fn7+858jPT0dn/jEJ3DhwgUpsVBeXo4HHngAra2tQncGlgY3FApJD5FIJAK3240dO3agr68PGzZswNzcHBoaGrBq1SqEw2FkZWWhp6cHjz/+OH7wgx/ga1/7GiorK3H27FlMTk7KJtWbiQNOVxuAdB3kxgNSrQrCZTw0RZGHFpBUSKzzpV1r3sPExERKHSmrhQ+kJggysAggpRge3Wten98h7Zj0WkIFVDAUCoxrPfroo/jMZz5zjbAhPMfzzczMoKurC21tbQKdARByQU5ODqqqqqRZk9XiJyykr8MNqAWV9iysikaPkfWwCnurgNceiRZwWnlZlYU2NPTnV7oP6/W54bWw9/v9uOWWW3DbbbdhYmJCCigCy+uInkokEsHo6KjAJ319fXA4HNLL5OLFi5IjdubMGfT29qYkAZLZpZ+X97KS8aTft8bLOHcUirSeSb+n4uVzW/eIVs48nx43rbh5z1wnIyMj8lnu6eLiYiG68PputxvJZBIjIyMpsbfc3Fzk5ubC6/WipKQEeXl5KeVmgCUjicaszWaTCiVU7PQK6JVMTk5K23HGUnjNiYkJgZGZr8bq0ISSc3NzpUgmkzJpCHIdkXKcSCRQUVGBjIwM1NbWory8HF6vFzk5OSkwGeMuyWTyV+bAADeIgnE6neKW5eXloa+vDyMjI1i3bh3Onj2LeDyOl156Cf39/VLB+LnnnkNmZiYeeughtLW1obq6GpcuXZLSDG+88QZ2796NI0eOoKioCP39S9VrbDYburu7EQwG0dzcjDVr1uDQoUO48847cerUKezZswevv/46jh8/Lj0wPv/5z+Po0aOorKzEfffdh7a2Nvh8PgkGajdeezOrVq1Kgcc0nKLjLtoK46ETz/g/FwchNS6ieDwOr9crQoaWEAPpGqOmIKYLbI0LaYtZ05eJJZNKqTcpPRg+kw7Ec1P/y7/8C5LJJCoqKiQJzYqRA6kkCNNcKsvDCgoUNLQ6del3rSi4cdnojM/Bz2mWlhXq0tfmcb04Dv/WQlILPz3m14PstCdp9UK0lW71cPQ1rL8JhzFplufj31S2FGATExOYmpoSPL6wsBCmaWL79u3o7u6GaZro6enBwMAARkZGhM2khTkNEO4HTdenMtGKl14r742f0ePLudKQmt5r+tAEA6sy02Oo4TYqER7J5DKV3m63S+M0ssYo2GmEeb1exONxoSoT7tZxRGC5vIrOV+E+TSQSkhBNZIDogSY6cDzYXpmvc8w1VOb1euV9NnmzsiZZtDIejyMSiQiUPjExIRUJAIjxynvWVThMc7mP1PWOG6IfTGlpqfnoo4+Kq7ZlyxbMzMygpaUFNTU1GBsbQ1paGtavX49jx47BZrOhtLQU1dXVePXVV1FRUYFoNIq9e/fi5MmTqK2txcDAgFje8XgcHo8HQ0NDiEQimJubw+rVq1FcXAzTNFFVVYW2tjbYbDa0trbiySefxMmTJ+H3+1FQUICDBw8iLy8P58+fx8zMDB566CF0dHSgt7cX3d3dSCaXchtYpoF5JH/913+NmZkZDA8P47nnnsP4+Pg1LDDNsNHQF3FmbhzCGsAyVpydnS0/dGGZCMXkOLrPNptNePRWfNo0TRQUFIi3Y4Vy9KblwtMeFjcVn4Obl/gxrbf7778fe/fuxeLiIv7X//pfwl7hsVJcgUqTY5GVlYVAIIDBwUGBdKyxBwDCqiNEOTExIXROzTa6HqRmtYRXihdYldD14jvXg92uB3np8+k5WinmwM+wnJHT6URFRYXAOozzaeiM62N4eFgweCqFgoICTE5O4uMf/zj+4R/+ARUVFVIepba2Funp6diyZQt++tOfwmazwe/3p3jDnDMqDUJR1nvW3ol+To3xa8FFyFevMSooa/klPe4aruM96nHn/zREGKyfnZ3FunXrxHKnkojH4xgbG4PT6RTFR5iaXgELROp75PxS+RAxcLvdaG5ullgZYxuatUXDkpRpejHMK2IuDdcMDSqbbbmcDdENyhwqscnJSZimKZ4UoTt6PcxfshqP9Hrm5+cxOTmJZ5999r/WD+b/xjE/P4+6ujrBLTs6OnDixAncfPPNOH/+PIaHh/Hoo4/i5ZdfRjwex/bt23H77bfj6aefxo4dOxCPx3HXXXfh8OHDKQ1zSCHMzMyUDFin04nt27fjzjvvRFNTE5xOJ37yk59g+/btuHz5Mj784Q/j6aefxunTp1FWVob9+/djamoKg4OD8Hg8ePzxx9Ha2oorV66goKAgxSKz2+2CuZJiyAAYrRercNICT2foc4MxuE5hpwU3xwtY9nRCoRCGh4fFuqflYrPZJLirPRneRzgcTslO11YTfxPCItZL4a43gY4bmKYptZbm5uawf/9+tLW1YXFxedjDIAAA9FFJREFUETt27BDYkIcW0NriysrKgtfrFRx7fHxcvDP9PR2roDU2Pj4ulEyrF8Dn1ywxfWiPw3qtlTyclaA17YlYLW9931oIarhMe0A8n2aOAUvCwO/3S78Zn8+XYgBQuQCQ0i+dnZ1ibNEQIy5/11134aWXXsLc3By2b9+Ou+++GzfffLNg98wDouLXSoVrl7FGGkxawWkP3uoJc871ePE3jSXOm66lxc9xvCjY9Tm4PjScx9dqa2tTrs3WDy6XS9p1kL2Vl5cn+zs7OxuxWCylsCyZZYzVcGw0DM7+QSzhop+T39exTP5t7WlkTU6m4rbmYWmongmchKVZNYCMMMZBGXOl4iScqvc+sJygudJxQwT5bTYbjh07hnXr1qGvrw+33XYbTNPEhQsX8Ed/9Ee4ePEi/vEf/xH19fXYsWMHvvWtb6GgoAAbNmzAzMwM9u7di2effRYf+tCHcPToUWzduhWZmZm4evUqPvaxj6G1tRUXLlyAz+dDQ0MDjhw5Ir0PNm/ejPn5eZw7dw6bNm3CN7/5Tfzu7/4uRkdH8a//+q8S+GO/mMOHDwvbjG2a+Qzz8/OSzcsaQ7RMaPFw0rm4dWBTezBAamCTCkxvViZJaqGalpYmngHPzXNpFpoORpumiUAggPHxcQBIqfyqlREXKQUDlYoW7Fpp8R4YmE8mk/iHf/gHfPWrX8W2bdtw00034Wtf+1pKPxpt6evch3Xr1mFoaEgCjfrZeG6dPEcBPDc3l9IHRcMkmpWjr6thJG15cx6sEIyGrbR1bBVimgGmDz4j79Ea0F4JgiP7kQU6DcPAqlWrUmIy+nmmp6fR3t4unpxWZpzDcDiMu+66C6+88oqs41deeUXWMIkkJ06cSIFx9PNwDXO9ktCi51N7DlRIHo9H1i33Dc9FRaaNKg3tOhyOFIaTnkMrVMYy8zwnv9Pa2iqxFX6G0GFxcbF8Nzs7G4ODg8jMzERRUZEwRinUKbhZVsg0lzL+FxcXr2lOOD09Db/fj3A4LPPMuWd8g9U4ksmlPDSPxyNwHGNfpBLTc6FccTqdktALQJJBSQKKx5fKadGL5TzOzs5Kk76srCyMjo4ikUiIHNMeGokM1ztuCIisqqrKfOihh+D3++FyudDS0oK8vDzs2rULx48fx9DQED784Q/jnXfeQSKRwKc+9SkcPXoUhYWFmJqawvz8PGpra9Hc3IyqqioEg0GMjY3h5ptvltLlVVVVwttmMlRubi6CwSAee+wxfP3rX8eHP/xhjI6O4vXXX8djjz2GN954A263O6U+GXvMAEvFE999911kZmYKu4LdC2OxGH79138da9aswfj4ON5++22cOHFChI0WIjx0/xguCvLtaRWyrDithry8PLFcotEoHA6HLGQt7LWS0Nfn5i8pKZGWx4TjuAhpdWprm3EmncxGa4oCRi92wmsUKH/2Z3+GwsJCxONxHDt2DG+99daKMAefraSkBAAQDAYxPT0tpVkqKyvhdrtx9uxZGbusrKwVWyRooUP8mMwqDX9ZyRTXg8b0+fS1rvf560GP+jv6b6snREXEuniZmZnIzc2VskA6psf56u/vx+XLl6/pC0O6bDweh9/vx549exCJRHDo0CEsLi5KNWAm8TkcDgQCAczPz2N0dFRikBRq2tjhurIG/nmwt4r2wrTy5/3rueBneD6uUa2wrJ4gjTa+RgFOL10rK7vdDq/XK5n6ZNZt2LBB5AY9i0gkInE+h8MhjcYmJyelnAxLCLFsjGEYUu4FgEBlZG0tLCyIl859GovFJPmSxh69ICa3ut1uuR8aGhyHmZkZyd8pLCwUOcXCu1aDlTLDMAzJlWEVgMnJSbjdblGypmlKcdp4PI7vfve7Ny5EZpomRkdHkUwmcfr0aWRmZmLt2rW4cOECRkdHUVFRgVAohNLSUvzhH/4hzp07h0AgIPzyXbt24bXXXoPb7cbVq1cxMTGBXbt2SaJkXV0dpqamsGrVKuTk5CCZTKKhoQGXLl3C448/jvfeew8f+tCHMDAwgCNHjuD3fu/3JOD5kY98BK2trejp6YHNZkMwGBTtXlRUlAJDActsLOK5Xq83xU3mAlopCMlD48+cQB5kUvGg4GD+CF1bHhTQFE46jsPvE2rgfRDXpsLgPemAtJUarOdyJddcw0emaeJb3/oWhoaGpLeI2+2+LnRomksZ8yxiyirD4XAYVVVV6OrqShHwxP514UUttHl/VC4r3d9K8RAN8+j3VvKCeK6VzqE3NP/WSkl/3gp7OJ1OqdTgdDpRVVUl86jnampqCgMDA2hra5Pgs1bYrNA7NTWFrq4uPP3003jrrbdS7olzwDIlZE3SewaW61bpOAivocdjpXHWcJ/2KqkEaFTxM1qBUmhrYoHV2+PrmurMe+Me0wqKZWf0vRJCAiA0flrszEeLRqMYGxsTr4JxR9YhY6IkSy+RgcU8NQbhCYWxYjNzY9xuNzwej9yXLkGjKc2maQo0xt5KnL+5uTkpUZSWliYEBQ078n9dG40GK41M3ciMcuJXHTeEB1NcXGx+6EMfQlFREe699160trbi8uXLKC4uxm233YbBwUGUlZVhbGwMoVAId999N9rb25GZmYmOjg60tLQgPz8fvb292LZtG+x2O7q7uxEKhXDTTTfh+PHjuO+++3D48GHs2rUL7777LgBg69atGB0dxY4dO/DLX/4SHo8Hw8PDGBoaQnFxMWpra9HU1ASfz4eqqiocPnwYhYWF8Pv9yM7OxtmzZ9He3g632y2wkt/vl81WXFyM//2//ze6u7tx+PBhvPjiiwCuLRezkisPpHo0Gk4AlllmXFDEnMly0dYk4SwAslBW2sRzc3MoLCzEwMCAWIvWeAz/JhxlbdnLvzV+DCxj4CQscN1t3rwZ+/btg8/nw/79++Xa2mWnIGGPeY1BU7Cwx73T6cTGjRtx9uzZlHvmuFi9iZXGntfWUJv1PZ5Dn2slBWNVuNc7rN6KprGyphyTTdlKQJchAZZo+OFwGG1tbTI/vL6eG2ssqLCwUGIGNJAogBmoTiQS8Hq9UiW7oKBAij3ynrWS0MFtvsf75TrQsSZ6F/y8HnPCZJxvPdb6c/oZNXlGe3RaCdJzSEtLg9PphMfjwcTEBJxOJ6amppCfn4/S0lJhLLJGF8eCMQt2hZ2ampIyKqZpCnTFGCRjOKwcwpIsJErMzs5KrJgeE6tv8BmcTqcQXhwOB8bHxyX+4vF45BmHhpYK2Pt8PiFH0DujsUnjmGuPCtTlckm8OhaLIS8vT/ZeWlqaJDtTrjidTnzrW9/6f9/R8v9fx+LiIh566CEMDw/j4MGDyMnJwac//Wk0NzdjeHgYmzdvxtjYGLZu3Yrh4WH09vYCWIJLHA4Hdu/ejYMHDyIQCCAUCiEYDMqmZFOk7u5uAMC7776Lu+66C4cOHYLD4UBbWxvef/993Hbbbeju7sbi4iKeeOIJnDx5EufPn8cjjzyCM2fOoLW1VeifZ8+ehcPhQH19Pdrb25GWliYewMzMjFh5nZ2dyMjIgMvlkpIxdE01g4wWlBbGVAQ8dNCbHoQudEmcnVVtAYiFQyGkrSQKbD0HGRkZCAaDssCt0IbOb7EqSb1YrUKMC9iKMQOQfj81NTV49NFHMTU1hR//+McpwVtuVj6LVbgkk0np5xOJRDAyMoLc3FwsLCygurpaqkdzjIm9W2M+uuGYfj4qRetr2qrWVp3VKNDwlg5o87OaCMLKxA7Hco90YvwMztrtdhFiCwsLuHTpEiYmJq7JddKQKK9FAaQ9iPHxcZimKR0KGYPQgWla30xK5FooLS3FwMDANdCW1TjR4wYs5w9Zx0ffH5+FXgU/o8dWexu8Xx0n0/NM6E7HunT5GTZs4zXYJyqRSAj1nwQKEnl0tQsdrE8mk8jKyhIGLABpH0IqNI0iVtkmfEbvWsPYNDCSySSys7MxPj4uJAJCZDRy7XY78vLyZA4JsQFLCAg94JmZGWlUx3YFVu+erELGlqj4+PyGsdRJ9nrHDQGRcSAikQhcLhcef/xxKY++YcMGTE9Pw+PxoK2tDefPn8fi4iIuXryIgoICuFwuvP3229i6dStmZ2cljlBSUoKOjg6cOnVK3FiPx4M1a9bgwIGlnmm9vb0Ih8MoLCzE+++/D8Mw8LGPfQyHDx/GyMgIHnzwQRw+fBiXL19GMpnERz/6UdlsDocDd955pww0D04y/+bzUbho95ybFEiFhFaydg3DkNL7POgJWFukEgfmBqNLTc+GCkorK25WzXTTyogC1OrxWmEgvqaVCs9ntZwBSM2lnp4enDhxAqa5VFZGCxmrd6AFJpDa64PCJRwOY3Z2VkgaVKYaVllpnJkfoEsIkZnFJDqfzweXywWPxyOBdm48Cih9Hc6tjk2Q3cjzso4cs7x5LX1uPZ5cN1evXsXAwACmpqZSxpgKUXtZeixpBFnrVZmmKfW0WEtLjxU9XsYYQqGQeBeasUgoipY251Mz9/S8WdeWVfnznq1eLc+loTarsgGWS89o9pq+pvaw6bURuuIeItTNXkWjo6MyFnl5eQJrUfHMzMwItBgOh2EYBqamphCNRlOQAxIoqEhYwUIrl2QyKTEZ1iWj15OVlYXs7GxRGERSrOw1emlsEzE7OytKEYA0j+PB6gRklblcLqElk0bN+7vecUNAZCUlJeYXvvAFfPKTn8TCwgJ+8YtfwOVy4YknnsC7774Lt9uNaDSK8vLyFMZLR0cHDhw4gIqKCrS3t+MTn/gEYrEY3nzzTRQXF6OsrAwFBQW4cuUKioqKMDIyIqyNjIwM5OXlYXBwEFNTU9izZw9OnjyJcDiM6upq5OTkSO+ZhoYGFBUV4fLly1hcXMTnPvc5vPnmmzh16hT6+/sRCAQEurHb7WIJLy4u4pVXXsHc3ByOHDmCf/qnf0oJePPQMRcrNkyrjRtTW3NaKblcLmGREaLjBiO2qv/XikPDBtrDAlJJBtyYtLi4eXVQn8+gg/z6PWDZI+AzEH6gpb5z5074/X40NTUJs4jn0F6Yjn/pBk30KnQMQQt+eii8f2u8oaioSCjUHA/mE3BstGeomXxaiXO8dYMpnXFPAU8ForsUaro654DPPzk5ie7ubrE+OYeaIGJVblw7vA6r+nKcNIyXSCSwfv16YUvZbEv0276+PtTX16OzsxOFhYUpBR6B5QrbNIS4lq2CnoceX32/VB78vl6PK0G3mi6tP8O/rfCb/k3DjFAWvRruk4qKCoTD4ZR20CTRMAYzNzcn6zccDkuhUBIkqGwYeGdBSa4d9lNhvhLjh7Ozsyl7l8/MdgN8Bo2eeDweZGZmwuv1ivdCY2Z0dFQMBnprU1NTUo2B1ZoNw0BlZaV4RqFQCG63GwUFBejr65Ninqa5VF7K4/Hc2BAZAKxduxZXr17F8PAwysrKpKryO++8g82bN6O0tBSHDx9GbW0thoaGMDIyglgshi1btmBgYAB79uzB2bNnMTg4iDvuuAOhUAj19fV4//33ZcGXlJRI+Xxik6ZpSg7O/Pw8CgsLAQBnzpxBPB7Hjh074PP58Pbbb6O0tBRbt27F888/j9bWVhQVFSEYDKY0EMrKypJNTOFKIcLS5gyacUNoN9na80Jb6lb3X3sEpGlyIVKBaQuWVqp10/E+V7JErV6H1SCxBvtXskb1QQWgyQHchIQIjh49ig996ENYv3493n///RTFSGFEhQ4sbczc3Fxp5cAxACClc6x4P8dDextUdqzUrS1wClo9Rvyb9wQsC1kN3/FzWoHQutQWoxU6o0IheWNiYkJa7erCo3os9fPrudOeD9cnPWgqYO0F5+XlYWFhAfn5+Sm5Twxc6/OtdM/a62EMRXsgms1l9SY539pD0a/zHnlwv1ApWeNNK8UxeW6v13sNMYZBcZvNhnA4LLKCjDNCyPyf1yCMq2n+3M8cL0LYhKUIn2nvn2w1eh3RaFSMKV6PsoQlfrinSWsmu5axa73+Oe96DhOJhHgoLNNFdIbVDBjQ5zjG43EEAoFfWU35hvBgVq9ebd5zzz3IyspCTU0NYrEYSktLMTExgXfeeQd2ux2NjY2YmppCX18fJicnUV9fj1gshsuXL8Pn8yEWi+EP/uAPkEwm8f7770uWakVFBa5cuYJPfOITeOGFF5BMJiWpanp6GuvWrUN3dzcikQjWrFmD3t5ezM3NYXBwENu3b8f777+PhYUFNDY2Si4Bm6EdPXpUSppzgTocDrH+AOD5559HMrnEjvuXf/kXhEIh2RDaPdcWpP6bhxYg2jKlgGIgllnI2uPgBrVCc9x42lKOx+MpXQR17AZYhl6s3gu9Mi487c3oa1hhCX6ewp6spPT0dMlc1p/nwWvNzs7i3nvvxYEDB1IUF9vfkg6rhQytL96PZpsBqYJ+pWAyn8c6j5x/64+OnVhhRB2HICRDpc3/zQ9iPdnZ2fB4PML+0l6BjjNY74lQRkZGBnJyctDZ2SnPR+Gk4yY7d+5Edna25EiwivWRI0cQDAaRm5sr88ISKIw98lk4Xnp9agNJs7b4Ha4bxqT4Oev+4KE9ew1taUKLNs64hnTZIx70Irke6DmwiZxpmtLnhQqH9fcyMzMlCXVhYQGBQADDw8NSs4t7g98xTVNgMN2aWlcldrlckmWvjR8aJ/Sc2NOHMZxAIIDZ2dmU9Wa326XrJmsw0tDk2uTepuJJT0/H1NQUsrOzkZOTI8wyEhxI7iAk/9Of/vTG9WCi0SjWrVuHI0eOoKenB3a7HS0tLSgrK0NeXh6ysrIwODgo3kJWVhbOnDmD+fl55OXlob+/H1/+8pfxyiuvoKKiAhUVFWhubobP50NFRQU2btyIH/3oR1izZg3m5+cRDodRWVkJn88nLLFEIoGmpiYYxlKP8ng8js7OTmRmZuKTn/wkzp49i46ODmzfvh1vv/02fD4f/H4/4vE4wuGwcNjj8bhof7vdjr6+PpSXlyM7OxvV1dXSUZKLv7CwEBMTE9dQSYHU0hlUDPqgdcFFyLpAusEZBY7OQaFy0bEWCjEAqKurQ1NTUwouTcFHhaGViVYq2ivhsZKC0AKQY5FMJqWuU0FBwYoZwlaoJT09HUePHoXP50sR0IQxuDn1NZloyOcn1KFjaTpOo5WJDhpbn4PjoL06/V2+ppWu9ftWZWi324WwQjYTy5ZooavzPZxOJ+677z44nU4cPnxYOjTm5OTg/Pnz8gzay6XhZbPZpEIvBUxaWhqmp6exfft2LCws4NixY1hcXBTrlUpcPyPHgJ6L9lw5j9aYIwUiPQSucatxpT0jrn0qau4jq4fP9wGklEyhAM7Ly5NSTlZPfnR0VOIVNBiY4U6GltfrlYTJYDCI4eFhOBwOydVj0iN7tpBAEIlERP5o+I73yrw3FrQk0sG1wHgwxyUSicg98TeZbW63G6FQSOSGYSzFdRlHYwoHM/zZQp1BfkJ1ExMT0vyRXtr1jhsiyJ+dnY3W1lZ89rOfxYMPPohEIiFZtMS+h4aGMD09LdYBKXPT09P4/Oc/j1/+8pe46aabsG3bNrS3t+O2227DPffcg8nJSWmvnEgkMD4+jlWrVsHpdKKrq0sgLWbNlpWVob+/H4axVBrhIx/5CN5//30cOHBAYLjc3FwkEgmsXbtWrDW6pxQEXOxNTU0AlqxIn88Hm80m1pzNtkQn1MFqeg20xnhomIAbiLEMTj6v6/f7pbGRPoeV+UTBol1eKlZuarKKtOLQ1jLvhz9WeILfsXpo2mq2wmu00kjF1SVsNLTEc3BMGXhkfpTeeFr4aYVmVT76OfSzWL0uq+evx5Lf1TEivq4hLf15HV/Sr3m9XpimKTg7jQed50NiQl5eHmpra3HPPfegsbERhmHgK1/5iqzFzs5OgWz4TByLvLw8KShK631xcVFYT9prXbNmjQgzvS6scS16FXp967nUa0OvKX1Orgd6Edoz5lzqdUmvymqoWSEoxiVIwKHyc7vdcm+cL7LqGBjXa4fnZbBdGw8Oh0O8C8MwhCTATpCcaw2xU7mNj49L7IbrmPtRJzjrAD4hLBq3hMN0xj9p7/SauL/cbreMP2E+fo/jzhhpMpkU5ULv6HrHDQGRFRQUmC+88IIIcbvdjtOnT6O/vx+RSER46VevXkVdXZ1Yudu2bcPk5CQGBgbw5JNP4tvf/jYef/xxrF27FidPnsTRo0cBQKqh1tTUoKamBu+99x5GRkawfv16dHd3i/XKAPnU1BRyc3Ph9/ulVPmqVatw4sQJ+P1+6a747rvvYmhoCHa7XbrSJRIJ5Ofnw+fzIRKJICMjA88++ywGBgZw7tw5PP3008Jq0sFJTrZ2iTXjzNpgSVtz9F4IDUWjUQwODl4T29EBQ02r1TCa3W4XxpXGaBmQ5fd0WX8NfXAzcYNrC1QLNuu60wlbNTU1UqGA96EFr/V/IDVHR7cR0IX6tLDjhiX9VsM1eoy1ANMCUM8B39fjudJxPetdjwv/Z8l1nRRHRllXV5cEiployRgN6baVlZVYtWoV3n33XRw5cgQLCwvYunWrKBGdK6UDwonEUt+Ruro6yXFgIUQKprm5OVy8eFHiVFR0FO4cAxoBupo1vRSSAXSshfOpvRcN/2mFqH/rQ4+hDuRrg0THvRgfYsdaAIIKhEIhrFq1SgxZr9cre0DX82JOzPDwMPx+P0ZHR1NK2zCmkpWVhYmJCVkHmtCj4VSbzSbwFxWhaS6X22dMjl4NjXAarTpORKU2Nzcn7EjWV4tGo1K0UhtdZDFGIhGBPjVbLBQKCVmABt93vvOdGxciM00TJSUluPvuu1FYWIjXXnsNbW1tkgfAMuFlZWVwu90oLi7Gjh078Morr6Curg5erxcXL17Epz/9aVy6dAlvv/02PvrRj6K6uhrnzp2Dw+HAvn378Oabb+LkyZPYuXOndIFk9dnBwUHMzs7C4XCgsbERzc3NwlwLBoM4ffo0amtr4ff7cfr0aTQ3N0s5+NHRUfGEDGOZFz43N4fp6Wl8+9vfxsc+9jEUFBSguLgYkUhEFhYtDafTKRueFgiDxTpIrYUzX6cVMT8/L3Bbdna2KANuBOuYa2GoBb9mF3Hh6lIj2vLXwWSrQLYqF+v1V7Iw8/Ly4Pf7U1hUWiloy1dbsFaMnoufcSWdR6PvnxtIj4NVYQLLFjk/c724gL4XqzKyeoH683o+TNOUQq1r1qxBOBzGli1b8Oijj2JhYQFjY2MYGBgQ1k93dzeGhoZQUlIiVnQwGERHRwcGBwclNvfwww/j9ddfx9DQkJSaYR0qrid6sefOnUNubi7q6+slg5/3PDk5iX379uHIkSOw2ZaSQVmmSCt67T3rcQWW+9xrhUAPR69DrUD053VcUa8j7R1RyVwP4uT+oFHFz2dmZmLDhg14+umnYZompqenJZmaQXfuvWg0itHRUVm7ExMTyMvLk8ofhmHIGovFYimGnlamfKbFxUWEw2FRBITedfFJm22p0SAN1Hg8LkmigUAAc3NzEjfheJIVydpkpmlKPC8/P19kEpNuqeBYQ5E/zKPh/Kanp0v7jZWOG0LBOJ1O/PjHP8bevXvx9ttv46233hILn3h6SUkJDMNAS0sLHnnkEfzsZz+TRb5r1y4MDAygv78fExMT+OIXv4jLly/j8uXLmJ6eRkFBgZTvDwQC6OnpkcSp8vJyDA4OCuxQUVGBS5cuITs7G4WFhThx4gQSiQQKCwtRXl6O48ePSwYuy55T89OCoGtKwXLu3Dk88sgjyMzMREFBAVpaWq4RvPq3tX/JSrCBxpQTiQT6+vqQl5eHaDSKiooKXL16Vb4PLHsBGh/XMRYuIJ01rWMSWnDo++Fm1VDQSvd+PS+Mh2EsFXD0er3XCBa+rxWRjqFw7nhNDc3wdc3s0kpUx0s4FlaPQj+rPsdK96fHRwtP67HS9/m6y+VCMpmU7ooLCwvw+XwoKChAeno61qxZk6LsWB25r68P4XAYJ0+eRCQSQX9/fwr0tG3bNkQiEbS3tyMvLw9NTU0iZJloNzMzg/T0dKkK0N7ejsrKSvGMWBqeljSw1JWRAWoaAdpQss6l/py+P620V4IxtefB7+g1SvhPr1O97rVRZ5rLjDnmkZHQQAGdTCbR1dWF9evXizdFzyGRSGB2dlbK57NfDKtTk9Y8MTGBubk58Yq4jygrqBBJFqB3RIZZRkYGJiYmJD4JQN7XRjKVAXNlksmlkvqs+MzxIkWd5AwqEnpOo6Ojch7CzDoOm5GRgVgshpycHPH+rW03Uub5P4LIDMMoA/AjAAUATADfMU3zG4ZhfBnAbwIY/eCj/49pmq998J3/DuAzABIAfs80zYO/6hpVVVXm7t270dzcLHV33G432trasGPHDvj9fnR3d6OxsRFtbW346Ec/iitXrmB4eFiCTnv27MHBgwcRj8dFexcVFWHfvn0YGBjAs88+iyeeeAJHjhyR7NS1a9em9M6emppCWloaKioqYJommpubhRDACgG0brq7u/Hee+8hGo3CbreLRZidnY3JyUnk5OQgPz8fIyMjWFxcxIEDBzA+Po729nb84z/+4zUbQVvDOngJXFt0kXOme8Rw0Wq8m1YSv3M9haHPSYFLIaH7vGiMnZvFmpkPLCsutYZSIBCrcuLftbW1UkSRHpMVwrvewfHTQXZad6a5xMChsP70pz+Njo4OnD59GpOTkynnofCxehxaKVFoWp+DP/p+tGK0nk+Pmxasbrcb+/btw8svvyxrqra2Fr/zO7+DvLw8lJWVwefziYD97ne/i9bWVjQ3N8M0TUxOTiIYDAp0+/nPfx4PPfQQnnjiCRQXF8NuX6rPZ7fb8eMf/zilWCJrXunCjQwu03Jlkt/WrVvR2dkpcBE9Ro4RrXN6BVQ4fM06Hlzz2tjRLDSud50DYzUEVlJm/BwVimZXJZNJiS243W7JX5mensbw8DDq6+uF7DA3N4fc3FzMzc0J/ZcexcjICDIyMkSZrV+/Xs5BL1HDuonEco97KhomOjK+5nK5EI/HMTExIXAZIUcqG8obVq7guBP+oqIxzSX4fGxsDFlZWRgfHxcIjeNJ45aK0+FwSMzJNE1UVFRI1QeuWzJ4//mf//m/DJHFAfyxaZpnDcNwAzhjGMYbH7z3ddM0/0F/2DCMtQA+AWAdgGIAbxqGsco0zetKCJb4qK+vR2lpKd555x309vaiqqoK2dnZ6Onpwa5du/D+++9j06ZNOHTokNDmsrKy8OCDD+Kpp57C3XffDbvdjldffRWxWAy/93u/hwMHDuDixYtSHdnhcGB4eBjV1dUYGBgQly87O1v6Y/f29iIejyMUCuHWW2/F7Ows+vr6ACy5wZ2dnZicnERZWRkikYgIcofDgampKcElqXxstqVyHA7HUuVVYDmASJeZFEeeh/EcDTVpOIYxA2A5t4QeHw9NS7YqBi5qaxBawwv8rSEjNc/yN9/XcIUVflsJStLxC2aOLy4uwu12S5a09VpW5cqEVn09PpdV6PN1UpiZXa0xe630eOg4gVWZUilYPbeVxkArGs6rHlvDMKSP+qFDh2Tu5ufn0dPTg1dffRXV1dVoaGhAeXm5rPW3334bIyMjUvGiv79f1kZmZiaOHz+ON954A4FAAKZpCoRLL53CcWFhAePj43C73Sk5HlwrrOWWnp6O2dlZnDhxApWVlQI9cq1rCIrjrmMEyWQyRdnwMxT4HBcdk+Q6dThSC2vqYPZKGeW8JmMn3Fs69sH5Hh0dlW6ODI5rr4bPkZWVhVgsJgKf/YmSyaTQgQcHB1FSUoLCwkKB3w3DEHISy7wwVkIYjAIfAKampiT5kyQiXaeMioaKhMoHgJShYQzbbl+qz8g22GlpacjNzZWcPGA51YGQ4ezsLHw+n1TWHhkZkXgQYVdWkb/e8R8qGNM0hwAMffD3lGEYlwGU/IqvPAjgJ6ZpzgPoNgzjKoBtAE5c7wvz8/PYu3evtEpev3491q1bh4sXL2LTpk3o7e2FzbZUzO38+fOoqqpCNBrFzTffjAMHDuCHP/whNm/ejIMHDyIzMxOPPPIIAoEAvvzlL+NjH/sY7r77bjz99NMIh8P4+Mc/jlOnTqGjo0OKWHZ0dGBgYAA7d+7E+Pg4mpubUVBQgA996EN44403kJWVJQmXXV1dQgwgTXpqagqRSESseRa303GEcDiMgoICUTDAMquGdYEouDjJQGrJcWBpw+Tn52N0dFRwXW4UDeFoWjK/pyEcq5fBg9/Rikp7W9q611AGv6vWzTXWu1VY6NeLi4sFJ7bi+FoQEwZhHoG1iCeVLJU878XhcOCmm26CYRj40Y9+hFAolHLPVlhLKwn9HrAcP9Df1XCdfgYr/GMNamuIju1oWVdNw3tTU1M4ePCg9N9gd04+c3Z2NgYGBqTO1R133AHDMIR663K5BBqZmZnBiRMn4PV6sXXrVqxduxZXrlzB5cuXYZqmeDSGsVypgEKa64HCbnJyUijLprlc4JHzrhMs+VsLeH6G5+Wc63Wj6c3MBdEeK5UR50ZXXOAc6HwbfT2uKa4ZnnN2dhaFhYVSNJTnBoCxsTHxBE3TRF5eHpLJperI3PssqQIAkUhEutyy54zX65WeM1Sa/IxOIp6YmIDH44HNZpOUDN1qpLCwMMXYJNxGOZKdnY2CggIxKqanpyV2TKgfgJTiJ6GDBkEikUBZWRkGBwfh8/kQjUaFNh8MBn9lLxjg/5CmbBhGJYBNAE5+8NLvGoZx0TCM7xuGkfPBayUA+tXXBrCCQjIM40nDME5/8IO+vj6kpaVh165dCAQC6O/vx9atW9HR0YGysjKcOnVKyu3Pz88jNzcX+/fvx2c/+1ncf//9CAaDuPvuu3HHHXfg0KFD+Na3voUvf/nLeOGFF/Bv//ZvAIBVq1bh5ZdfxtDQEPLz81FUVIS2tjYEAgFs2bIFR48excDAAO688044nU6cOnUKxcXF2LZtGxwOBw4cOICrV6/C5XIhPT0dlZWVYrmFw+GUchWzs7MoKysTbPOnP/0pgCWPi5NiGIYkFlqFM5OeeCSTSfG0WMqELB9d+oQ/Kwk1XpPnA5bhOF5XJ67pa2uhq+/T+pqVEaQhi5Xg2MzMTBQXFyMvL0++MzExIZan8UFshowZPh+ho9zcXOkNY71HDTlyc77//vtSaZb3pO+R39FQjWXdpihfjjOtfT2GfB6rx2P9n9dwuVwpApllRLTg4/j4/X5Eo1GUlpZibm4OTU1NWFhYwOc//3ncdNNNiEajQiNm7GTVqlWIRqOCn09NTaGpqQkXL15ENBqVelrE7BlnsdY1Y1Y/7yWRSOCpp55KaSWxEmRKw0VbyoaR2hqCwk0rT+ZD6UoIvI4mX2gCyEqeKJCav0VBqWE7no/VEvLy8jA9PY2pqSnYbEtdYSlomesyPDwsicGEvXj/i4uLyM3NlRbtrPidTC4z0PTaJYV6ZmZGEjudTqfkMrFky8LCAsrKygSuJFuS1OKcnBw4HA7JV+H4lZaWirGgE3mZ58M5tNlsMkYjIyNyX+Xl5ZibmxOPmfLvesd/WsEYhuEC8DMAf2CaZhTAtwDUANiIJQ/na//ZcwGAaZrfMU1zi2maW1h1tKGhAX19ffD5fNi5c6d0oWxqakJtbS0uXryIubk5TExMoLu7G+vWrcPCwgLee+891NfXIxwOo7W1Fbm5ufjiF7+I73znOygtLRVMdHh4GPF4HJs3b0ZxcTEGBgZQU1MjdcYYhD927Bg6OzuRTCZRVlaG6elpXLp0CWVlZcjNzYXP50NlZSUqKysxOzuLzs5OWUycGMMw0N/fL65se3u7PHtFRYUIMAYAV6pebLV+CcF1dXWlsH8AXGOxa4hLZ+vyff0d0zSv6bipFZFhGEKD1pa9Dobr14BrM99Xes00zZS+F/re+dmGhgZs27YNO3fuxM6dO7Fjxw5s3rwZa9euRVlZGYqKimTDAsven7ZY+VzDw8NiVep7sY7NShCXdex0AJrX0M9phcysnp+GHHkdzbrjaywZ4na7cdNNN0kGd2trq3hl3d3dMAwDf/zHf4yOjg5JotPnGRsbQ0lJiUCxHBsqCv2j50DDjFaDgt7A5OQkbrvttpS+JlZPlDAW4RwrJZxWPIUtAFkX9FIMY7lBHuEz7bFwTvlbl2LhWPD5uVaoSIHlOA89HsYyWK+LHiDjIlRGLpcLPp9PPAPGjpjQabPZcPbsWWF46ZidJtgYhiH9YTj+jEnPzs5KTIyfGR8fh9PplGKZhB51sH98fFwqQKelpWF8fDwFwmScx2azSX0yKpqsrCypRE5F3NfXh46ODiQSCUk8/VXHfyoPxjCMNACvADhomub/XuH9SgCvmKbZYCwF+GGa5t998N5BAF82TfO6EFlpaan5zW9+E6dOncIDDzyAZ555BtXV1SKomeRUV1eHkydPoqSkBOXl5WhqasLi4iL27duHCxcuYGRkBA0NDbh69aq4meXl5RgfH5eyMQ0NDTh//jyCwSDuuecetLa2or29HRs3bkQsFsPQ0BAyMjJQVFSEVatW4fXXX8f4+LjkBbCDXFlZGZ5++mlJvpqenkZZWZmwOzghtMzD4TD+6Z/+CWlpabh69Sq+9rWvweFwCKGB5RvIFqElRIy5uLhYKuYCkBwPXRWAm4sbhwtJQ0xUgMwG5+KyxlooGGi5siy41ULVgkfDFjruYhWwPNLT01FVVSXwEOEIbqw77rgDO3fulBIXxKGZHLe4uIgLFy7g3LlzOHr0aAqU53Q6UVJSgkuXLgEAhoeHhY2j700rU6vwXMkKtiodLRD1efX/VqWxkmUNLMX3cnJy8Ad/8Af467/+a5kTerw0KlavXg273Y4TJ05gamoKN910EyorKyUBj/E+WsRkJmkaMMkbLpcLRUVFmJqawqVLlxCLxaTIoob59LNQMGp4cm5uDn6/Hw8++CCOHDmSAlnpcWLA3zRNUZbaeue40dPhd/S8aHoxX+P/9EIYF+Xa1T1V+Bl+1+VyCQWZMY6hoSHk5ORIzISlXPi33+8XT4v1zPiM7F1P6JLGZ3p6OrxeL1wuF8bGxoSQQgVJCrrNZkNlZSUyMzMxPT0t8DmZeiQhMMGWkJjT6YTP55N1znbP/OzAwIAYyMyLiceX2iYTmiPERoXKZ/N4PCmxYMoulsP5xje+8V/raGks7YbvAbislYthGEXqYw8BuPTB3y8D+IRhGBmGYVQBqANw6lddIycnB7FYDD09Pdi/fz927NiBixcvIhAICNbu8/nQ3NyM2267DQsLCzhy5AhuvvlmpKWl4dVXX8X4+DgaGxvR3t6OZDKJyspKZGdnSxbyAw88gKGhIbz00kvYsWMHtm/fjpaWFhQWFuLWW29FZmYmhoeHkZOTg/Xr16OgoACvv/46MjIyJPGvsLAQxcXFmJiYwJtvvgm/34+0tKXuc3RbKfAJL1CIZ2RkoLOzE4uLi1i9ejWAJeFNFkphYaFkxGp4KDc3Fx6PR+ATj8cjFgoXFqETXcpFwxLcsBra0HCAhpKA5WrIGgqanJy8BjLSSkVbudcToPyOYRiSz8Ry+PT+WBS0tLQUfr9f2E0OhwMulwtOpxOFhYUyDqyYrQ9aw62trYhEIggGg9JXXN/HSr+BlT0X/YzWGMD1nlM/70oKzXr+yclJjI2N4dKlS9i8eTOqqqrg9XqFCVReXo4NGzYgGAzC6/UiEAjglltuEcs0EolgbGxMjJuHHnpIMreZV6HLw8TjcfT39yMUCqGnp0fYlFRCFPAs209vnF4DhXQymZRe78888wx2796dEl/S8Rx+nmtfQ7r0fuiZ8D0dg9RGijYAeD2yQin8k8mk7BOtHOk5sZwK75HK2GZbouzqJndUBsyJIdQ3OjoqQnxoaEhqmHk8HvHKSCVmnkteXp5kz9PzmJyclPkidMgcG+beABDD0uFwYGhoSCoS5OTkIBqNSvy3vLwcU1NTyMrKwszMjCAnHGey4xhHo4HCg54TFQkVNotbLiwsYGBgYMWSTjz+MxDZLQCeALDHMIzzH/zcC+CrhmE0G4ZxEcBuAH/4wSS2AHgOQCuAXwL4HfNXMMiApWS3N998E2VlZfj4xz+OpqYm1NfXY3p6GrW1tcjPz0dnZyf27NkjvRWqqqowPT2NgYEBDA4OYu/evXjrrbcQCoVQU1ODtLQ0rF27FrOzs3C73WhubsbMzAxuv/12vPfeexgfH5fJGBgYwNmzZ1FaWoqqqir5n4me6enpqKioEJeZg+twOKQm2eTkpNRk0iVKaPWYponW1laxoHRvblYwpbtL3JUBWS5Iw1hK7Orr6xOLTQtCbnwNkQHLUACZOlQqWgEBK8NawPJGJjbPz9KCpECyHrwPbmat0FhWXAteXstut2NwcBDDw8OSC0JBQ2+GUEQ4HBYevhb8hGump6dFwOhn4cF5uh6kZ1U8+j1+Tyta62dXUiYrkSs4VmQFVVRUYM+ePdi4caM8b2ZmJgYHB7Fhwwb09fXh0qVLUgtsYmJC4oAcYyoDsp2s4x6LxTA9PY0rV66I1QtArPiSkhLs3bsXfr8fbrdbPHMrcYOUWhpW+/fvl0ZcNGy0siGMqaEiK3OM5wWW24JTMAIQZhRL2uh8DVJsabBYoVI+p3X/aK+d1Yh536ZpSmFJvsf9zh4rPT09yMjIEGjObrdL4iv3M5WmrrdGT06jFjabTRJcWReM88YGhm63G36/X5iRHGebzYaioiKJ/1Be6HheMpmU9gLAUvyP64ZtBqhUyGQkQYGez8jICAoKCv7f5cH83zjy8/PN3bt347d/+7dx5coVrF69WuqJsffFyMgILl26BJ/PhwceeAAnTpzA8PAw7rrrLly6dAktLS0oKirCY489hhdffBGbNm3CL37xC2nBHI/HhX3FcjC33norOjo6YJqmZOESrwaWvKbCwkJEo1EUFhbi+PHjmJqaQllZGSYmJjA0NISuri6hKQJLjc5YBJMWkk7CevLJJ9HQ0ICnnnoKp0+fRlpaGgoLC4U6yxgTPSEG96qrq3H16lVhjXGj8Ed7InxNwwXc7HozA9e2bwYgHH39vq4mwO/n5+djfHxczk3qOJDqEWiL0+FwiFdIJhIAUcJaGCQSCfj9flRXV2PPnj2oqamBYRjC/ItGo3j11Vdx8uRJ8QQJiQSDQUQiEbEANXPNCmnp2BUPPZbac9Hv6b+1Z/OfOawGgo5/8H89zzabDXv27AEAKTWkYyTE/dPS0oTVxCAtnzE/P18gHq5btq5gVXAKbFZQjsfj0kpXC3ltPACpJWBM08SWLVuQkZGBoaEh8Vx0Xgy9Us3G07CXdXx1lQB6aFz3eo4IbWp2HudXMyopcPVc0nNneXvm0k1OTkoPlLGxMeTl5UmBW5fLhUQiITEOQuLcFzR2NJyoS/NMTk5K/p3dbpc8MLL/qHBICdbVPWh00GPJy8uTe6fXOjk5KUnlXB+8DnNrJicnBbpkTCkcDku8igVPCbGGw2ExAGhof/3rX/+vQWT/Nw7TNFFdXY2mpiZ4vV5cuXIFIyMjSCQSePnll/HGG2/glVdeQUlJCR588EH85Cc/QXt7O26++WacOHECkUgENTU1+OhHP4rz58/D6XTijTfewJ133oljx45hYmJC6M4jIyNwuVyCFdMa4QIIBoNwuVzSYZAT09raKjXKEokEcnJyUFJSArvdLjgrg/DaokpLS0MgEJA6TocOHUI8Hhd3lS1ZddkXBu1M0xRaKiEebfUDuEZA6pwXYFlAWi13Cgu+p3+4EentUFFpYceOeSwcqkvRrCSw6cXQ2rIWyKOw4PX43ZGREZw4cQLnz58XxXvy5EmMjIygr68Pzc3NknQGLMeM2GNej8FKUNWvgvP4LFoA6t/aKubrKymf651Xj7fVq9ExAnrR2dnZAIATJ04IZEolRC+npKQEZWVlKZYwacosCEp2FAPuwBJMrb0yGiO04nUZGSu5waqMk8kkzpw5c43y4Hf5HIyT6LnQsJhVWWvoTJMJ+D16AbxXMiz5PueH19RGSUZGRkpciNWnKaxzcnIQiUSQl5cn+SD0RChDnE6neN2E/aempoQRuri4KNn6NHIjkYjMC6Gu6elp+Hy+lGvQi8/Pz5duqpQHAKRYqcOxVEzT7/dLTIUwfVpaGrKysuTeqCSysrKkAZrP50MwGITT6ZR7BiCFdBOJhFQdoGH5q44bwoPxeDxmQUGBYO7AEnRUV1eHnp4eAMCOHTsQDofh8Xhw8803w+1249ixYzAMA1u2bEF7ezscDge6urpw3333oaCgAAcOHMDOnTvh8Xjw05/+FPX19cjJycHx48cl6/bee++VjpNsA0usn3jj4uIiBgYGkJGRkbLY9u/fj7S0NBQUFKC9vV0KCa5evRqBQEA2NvtncEH/9m//NrKzs/G9730PFy5cAACsW7dOcgh0vwYuGPap4QbUpU+ssQUrXq2hI1qBiUQipdMimTVWZhHPrasCUEgEAgFpeJRMJlNyFPT9cFMDS4H91atXC/a9UvCYbrw1wTQ9PR21tbUoKChAR0cHQqGQjJNWftFoFP39/ULdtApvq7fB61qvRyG60mH1hIBlL2yleI71vNY509fRz6KFI8d+7969IphIXaVSJQWZ2fdkQTqdTqxatQpDQ0MwDANdXV1Su47r0uFwSNCW8KwW9jq+SONJ55rQgyF8ubi4iJ07dwoyoCEwq/eg1wENGtJuucb5PmMkfI+KT68p5tIwKZJjynvMyMiQ4D6NnYWFBWzfvh379++XKtaBQADp6ekYHR1NybRnDAaACHC73Y7a2losLi4KBTkYDEqlgKGhIam6PDo6CsMwZK7obc7MzCA3NxcTExMAltIdcnNzpWNtOBwWViHhYjLLuI69Xi8mJiYEGuXzTk5Owu/3p6QBmKYpcJ1OAGU8q6SkROLYAITEpD00ADd2R8uFhQUUFBSItVBdXY1Lly6hra0N9fX1AJYShDZu3IgNGzbg1KlTmJiYQElJCZLJJM6fP49YLIZdu3bh5ptvxk9+8hP09vbi137t13Dp0iUEAgHs3LkTw8PDuHjxomDJ9HDGx8dRW1uLtLQ05OTkYGBgICVxrb+/H9XV1UKP/dKXvoTJyUns2rULg4ODaGlpkVLYAMSq4SaPRqPIz88XEsDo6CjS09OxdetWnDt3TqwCbuDZ2VlpmOZ0OhEKhcQqo+WrrQduPJ2QBqQ2ZOJC4+d1BjQXGzcgYzk8uLm5IA3DkDLu2hK3WuxW4WoYhnhz9HisQXAKXk03BiAKrKWlBW1tbaL8KPD4vAsLC5icnBQmlFYmVoHGe+T5rcrOGoPRx0rPa01OtV6T1+V86HPr82mvVCtHkjjIQGIAOSsrC1/84hfx9a9/HcASTMsCrB6PB4WFhXA6nbDZbKitrZVEYQorCo2ZmRnxZObn5wUWuffee1FVVYV//dd/TWkVzTiOVi7JZFKSRO12O86fP4/i4uIUOqthLPcn0nRyjo/2TLTw5v8cW4djqZQJIT0aOISCuE55Xq5VKhRa9ezvYhhLLYT9fj+SyaR4Bw7HUq+UhYUFeDweYXOxBTsVdDKZRFtbGwzDQGlpKfr6+oTxNTExgdzcXMzOzkqJGY69y+WSiiAA0N/fD5/PJx4VPZbZ2VnJm6FSSCQSiMVikq9C2JqtrKPRqCh9sgXprVGBc2wJ51MhpaWlSQ8bxmASiYTcezwelwrT1ztuCIjM4Vju+QEALS0togTYKMfpdKK8vBzvvvuu9Iiura3F3NwcAoEAysvLEY/H8eqrr8Jms+Ghhx7C1atXsXr1asmWjcViyMvLQ15eHkpKSnD27FkJoBPKmpqaQkFBAYLBIDweD3p6eqT2U3Z2Nv72b/8WMzMzyM/PR2FhobBGOCEMLjPImUgkUrKyk8kkrly5gnA4DL/fLxtifn5ePCbDMERAssQ2LT9attpqBJbhAyC1e5+GwbRA0wF6YLlSLZPhdOa+/m0N8K70w8MqxNm3XMeI9P1rGI33pDP6eT4KMioX/T0GJK14vvU6K8VL9Geu54ldT2FoAWsdBx5UFnr89HX1e/qafK5kMonS0lKxyOPxuLDpnnrqKZjmEv14cHAQWVlZkl2fn5+P4uJiFBQUoLS0FG63W3K+DGOJJUYLmPAshS8A/PKXv8RPf/pTKeSo4y9aKWoSiV4nNBT4+q+CErVi1waNNopoiFKh83V6VdwLdrtdikwSauJ5mCvEz9psNhQUFKC3txcLCwsp+9lmW0pcZGVjwmuxWExiECTp6NglA/6JRAIlJSWyNjUasLi4mFJYMh6PC1zGXByv1yueFqnOhmEIMy0jIwPhcFgC+6ZpYmJiAiMjI3C73fB6vVJtWRN8ioqK5LwzMzMSn+Pa5Bpg8mVhYaGMHeFnQmXXO24IBQMsCZOPf/zjACBBq8bGRszNzWHt2rVwOp04f/483G43tm/fDp/Ph/b2dkSjUVmEoVAI9fX18Pl8aGtrk/jJ6Ogo2tra4HQ6UVxcLLWC0tPTkZubi1AoJNVTHQ4H2tvbMTExgbGxMTzwwANYu3YtTpw4ge9///tYWFjAE088gaKiIhw+fBgOh0PiKfRAQqGQ8O4ByL2VlJTAZrPhvffeg822lOvBbnYDAwOyCWKxmDSWisfj0gVTeyrAsnDjYtX5LjyobLixtKKwbmBgOZiqYwA8NPTG7+rgOT0hfoa/KVQIFWoIDljuMEirnM+nlZ/G8625GdwwpFoS2rmeUvhVnhbvn8Fuvr+S4NeCkuOpYUU+u1W5Ww/rWOm5083eAoEAysrKBL5IJpPYvHlzSnzEZrOhrq5OyhLV1NSgtrZWElbJRqJgYMl+0zRRVVUl8BIFNK/FFuB+v188EgppHdewrrGZmRlUVVVhdnZWkolpgXN/0PMgnMnzcI1RQWmYVTMDaagQFsvIyJD9RYYmz6H3B6/Fc5EwxGrEFL7chwy2kyK8atUqUW5cw6TeM2Zqt9sFjqfxqaG9ubk5hMNh8Ux1zpfdbofH48Hg4KBkzkciEelaCUDixGSyGoYh8ev09HRBViYnJ+HxeIRVmUwm0dfXJ/u9vLxcxpGMQA1XlpaWipc1PT2NvLw8gcp0DNR63BAQmc/nw6c+9Sn86Ec/QkZGBu677z50dXXB4XDg1ltvRWtrK7xeLzZt2iRMilgshuzsbDQ0NEijn8HBQbS2tqKsrEzggWeffRZFRUUSFL1y5YpYKOxhwdIrZ86cQTwex+TkJLKzs9HY2Ijx8XF0dHTA7/djz549mJmZwfPPP4/p6WlUVVVhYmICnZ2dYsFQGZBMwIAmS3hPT0+jp6cH77zzDrZu3Yq7774bL774olT6pXVD4RaLxWSjUwBxE1sFLZBqhevPcSHp97Uw5HetNcxWEowaz9ZClO9ZhQ7PQQEALFNEtdVpzfpeCdbSsAmQ2hSNCW6acMBNYvVg+F3tRejnWgmm0s+in5GH/pz+rcfX+rc1fsRz6vnm67/1W7+FYDCI1tZWqUDx/vvvS0CXveKLi4uxd+9eCd6ytJKG1RhsTiaX2navX78ehmGgs7MTly9fFoiGwiSRSGBkZER6HLlcLsmHIKSq2YkcC4fDgZaWFlRUVAjkS0XITpHWWAaVBZWmziXj2ADLBhXnWFNw7falLrWEzviangN+nx77U089JTEQHjp1YH5+XpptMTeE40GlyFyivLw8LCwsiGIlY4y5MYTMw+GwBN19Ph/sdjtKSkpESfB95tWxAGdeXh7m5+eF5TU8PCwEhJKSEoRCIYmrGIaBwsJCxONxuRbHnPkzjNkkEglpj8KkW1ZqnpmZQTQahdPplDgOEzWvd9wQHkx2djYOHTqEqqoqbN++HV1dXYhEInj44Ydx6tQpJJNJrFu3DqOjo+jq6pKM1Pr6egwPD4tbFwqFxMrIy8vD8PCw0DRXr16Ny5cvY3FxEY2NjRIA83q9qK+vx89//nOMjY1hbGwMBQUFKCkpQW5uLrq6uhAMBrFp0yaJ99hsSzzzuro6uWZBQYGUstabg0I8EolI0N9ms+HcuXOYnZ1Fdna2BAFZNoYbigKGG0rDLzp/RVvIK1nDXAjWYDew3DOd57keBGQ9r/ZUVvqePugZaoFOa5bnocWqf+vr6mvymXgevs+cIi3otRepn18rGat3wuuv5NlQ8WgFwR9rLEGf0wq3aYXM81zP4+H333zzTeTm5qKsrAw9PT1477334HQ6EQ6HMTc3J2vm/vvvR319PSoqKqSPDPF+Eml4/cbGRjz88MP43Oc+h927d+O+++6Te6EQiUQiGBkZkWoShrGUBEhmGg0dkkb0ujOMpZJJhYWFKaQUWvY0fLiH6REQStJrhnuLsRE9B/yf3hzjItZDe//8PseNfV10hWG9LycmJsQDGBsbEwYoITI+OyFtBs2Hhoak8y0FMmWPruLB8iyTk5Pwer0IhULSA4g14mZmZuQzNCpILpqbm5MahWyhPT8/L6ViFhYWJN+JHrrH40FnZ6fE4ziPY2NjmJycFEiW+0y3PCChgLHnlY4bQsGMjY3hd37nd7Bq1SokEgl8+tOfxmOPPYaf/OQn2LhxI3bv3o2RkREsLCzA7/ejtLQUWVlZOHv2LMrKypCRkYHm5mZUVlZi7dq1GBkZwejoKGZnZ/HRj34UpaWlePHFF7G4uIju7m5cuHAB5eXl2L17Nzo7O3HkyBGUlZUhPz8fdXV1+PCHP4y8vDx85zvfQVpaGh5++GH09/fj1Vdfhd1uxyOPPILKykr09vaitLQUZWVluHr1qmwAbhha0ouLi5iZmcF7772HeDwu1t/3v/99OJ1ObN26FQCkfhAr4jLbFkiNZ1gVx0pwltWzoYDnuQhH6ICpNfCs4wv6+vwcX7PWI7LGFkzTlNas/D5rLBGOoRLSgX2rt0XhoQVLPB5HbW0tkskkIpGIYMMaYtGft3omVo+EY0PrLy0tTYLCWuFoz2+lMV9J6Vg/qw/eC61p67lISe3o6MAPfvADocUydyojIwM5OTmoq6tbUdnz+Vgzi7GXoaEhEcYNDQ3YuHEjfvd3fzfFsi8oKIDb7RYGGsuHkGFJSEfTjjn28Xhc4jsspcQ51ixG7dHabDaJgegYHGMYTHDUTDKOISnw9GhJs+Z4ck6TyaTU0uKe7OjoEMPQ4/HA6/WKIGdTLnaS1OQWri0KeQAYGhoSeJttIej50Fug58eirXa7XUrWxGIxFBQUCOECWKqmkZ+fLwqktLRU2iuYpinwMp8vFotJQ0XCYixoysoD9Mi4loqLizE+Pi6KjMQBEo/IpCV7c3Z2FleuXLlmvfG4IRSMy+VCa2srxsfHRVifOnUKGzdulDo5DDR5PB7JtK2urkZ3dzeSySQ2bNiA8vJySUCKRqMoLi7G8ePH0dXVBWCJy038OJlM4vTp02KhEIpau3Ytzp49i+effx6GYeDDH/6wxEXY57ypqQkDAwO4evUqMjMzhUrt9XpTkqOI41Ip2Gw2hMNhwZzp4hYXFwOAKBQqKB5W65uvARCrA1ima/LQ1r+VpWQ9dLzBChtp4auFvv7MStARhaa2+OPxpQ6lxMWJ42svSsMdjM3oZ9FjwzVBYaa9Df03/9dKc6XYCrDsFelx0p6QVhra29HvW79vHVfrPXFs9HPqZ6DlnpubK4HfkZEREY6FhYWYnp7G+Pg4PB7PNfPLw2azobq6OiVeRXhoZGREmJQlJSVwuVwCnzCngjRoTbDQ1SGoWPlctHIZw8nKypKcHbbGptDX59GKVudjaGiXpAO+zv3DcdS96nVskeuOxpu2zmnwcJ6o6Oi55ebmYmxsDMnkcpvzZDIp3g+blrHElWmaglBQqVCxMX5MKGp6ehrRaBTBYBCmaUqpK5ttiXofCASEjl1YWIipqSlRpJQ13E9sgDg2NoZAICBpEpOTk9L9lmNnGIbUr+vs7JR5YxUUenSsSODxeODxeGSeysvLr7vebogYTDQaxeTkJBobG9Hc3CylMhgw9/l8KC4uTmmQU1RUhHPnzqGoqEiwz76+PkxNTUkS2cjIiCRBVVVVSQLkww8/jGPHjiEUCslkr1+/HuPj4/jud78Lp9OJ2267DT6fD9/+9reRmZmJbdu2weVy4c0335TNXltbiyNHjkhvB9aBIk++q6sLq1evFgFBr4plwpPJJAYHB8UjI8zBNqw6sK0PJnZqhcJNBFwbC9CxGB4aVuCCut71rF6M/r2S8uNG1q8zKBmPx/HOO++gtbUV3/jGN6T9KyECTV8GcM0zJZNJiSPwvaNHj6K/v18otHw+Hc+gMLA+oyY7rPSsWlnoOJb+zXPouJVWxvo8esz5We2VaQ+SXlg8Hsdf/uVfAoAUvmR1CJvNhp07d8q42GxLlXv37t17zTzyKCsrg2kuMRbtdjt++ctfYnR0VNojj42N4erVq8jKykJRURHa29slxpiXlydrnM+Sk5OD8fHxlDHVhgYptcPDw2hsbJTXdLl6KjvTNAVuYqIhx1Ofl+PDuSVUxXsiakClxbVE5UTFRk+qq6sLprnUDbSoqEhiP7OzsygoKBAPeWZmRnqwMLYFLDUr45gyP4xJlrm5uSgqKsLY2BjsdjvGxsaE2UpjgXPBQpRutxuxWAwejwfhcFjqhWlZw1hVIpEQuIzxIFbJCAQC6O3tlYZ+8XhcsviJXDidTrmHnJwcMXCzs7OlPTJZsYODg5IjBUDa0V/vuCEUDEu2s79FfX09WlpaUFJSgtnZWaxZswY9PT04c+aM9FzIyMhAfX094vE4uru7EY/HUVhYCJ/Ph7S0NBw5cgTl5eUoLi5GWVkZuru78Zu/+ZtoamrCP/zDPyAvL09KQbDvTDAYxJo1a3D//ffjlVdewcjIiLBwQqEQBgcHkZ+fD4fDgVAohOnpacGD6fYSOuDk04Px+/2C8wYCAcF6f/azn+Gee+7Bzp07JcufVF5N66TApltKD8EKv1iDrDysVjO9Bu3xaMHHz2nBydf0+bQgtQbDrcqKFtPu3bslgZTWVVZWlown8XcqPZ5TB+/JLCOrhX0xrPeckZEh59NC3ePxIBqNptyjFUa0HvqZ9bV0PIgCzDqW1oPzqj0VbfVrr461vubm5qQUSSAQwPDwMDIyMvCpT30KWVlZOH78OGw2m+QB6ViFVohUlHa7HZFIRFpJDA0NSeULBtVJqKFQDoVCqK6uFgiXLDRrsp8OwDNAPTExIZ5Mfn4+5ufnJSZJBCEjIwN+v1/qeumW1nqtc+2TXKDnl4pNd760GgZcH7FYDDMzM+jv75ecFjbzI8uTMGBlZaUwpgitsSCl1+sVggkZZG63W9bEyMgIioqKEAwG4ff7xfhlsD+ZXCrQOzIyAo/Hg1gsJnLLMJaYXV6vVxLAc3JyMDQ0JAF9xnX8fr8kcrpcLly6dAmNjY0YGxtL6VLJMeI+1B4TAGkN7fV6MTQ0JO2W2UeIir63t/eaqhz6uCEgMta3cblcuPfee3Hu3DlMTEygq6sLdXV1GBkZwblz50QoV1RUICcnBxkZGejr6xPclXS/Y8eOyYAbhoGrV6/iYx/7GPbv34933nlHCtNFo1Hs2LED4+PjuHjxIlwuF7Zu3Yqf/OQnCIfDmJmZQU1NDRYWFjA8PCwB06mpKTQ0NKCiokLKw2RmZkrFU5vNJhY7qX2a9sqAaVraUk9s9oqgtUVBTGokFQ2Qqji0F6KFoxZO1uRLYFmY6cRNCjwKEv1ZzdTR0BKvZfWG+D3er1W58Zienpaq0HS/nU6nwCgkAvB7K/Ht2baA7DfrdQgp6DwiWsxWlhs9Bj7LSnESPSaakqshupW+u9L4W//nvOn5YzCYlvbq1avFQq2srERFRQWys7PhdDqxe/duFBYWStdDTW3X8aWTJ08iHA6LMiwtLZWcCJbjYXyAXgBhLcMwkJeXJ4bJ3NwcqqqqUpQ/x4/wEWMPyeQShbi2tlYaePl8PoGqAoGAsN0CgQCys7NT2gxQMWjlQq9FK2jOExlUvA8yFvmew7FUoZveF8cMWGpXPDw8nAKbEeaiF8l6bWSPUvk7HEtl+pPJJHw+n8iAUCgkMFsikRDPT0NvDMyXlZWhr68PhmHIGNBbIqV5ZmZGPBF66pmZmYhEIiguLhYma19fH2ZmZuDz+SSXhvk7AKTwr86PCofDEiPjOqA3zfIybFe+EnmIxw3hwczPz2Pfvn1466238OyzzyIzMxNr167FxMQETp8+DQBScK2goACzs7MoLy/Hyy+/jOrqaiwsLAjNb3FxqVeDy+WCy+VCIBBAXl4ezpw5g3PnzgFYsqQ3btwoWf/p6enYvHkz0tPTcezYMaSnp2PVqlVwu904e/YsHA4HqqqqkJOTg5mZGXi9XoyOjiIajSI7Oxsejwfd3d3yPLRuksmkVLpl+RkK01gsBr/fj1AoJAvb6/XKggOWmVFAastjKgMNB/F6WqAwWMpFoL0gffB1bg6d8a8FrlYWVuFsjTuspIC0tU9hzF49ZMkQMiB+TpyZOQTaS2JsjBaVfjbeG6/DUvVkU2mWkSYE8LsrQX96vIFU7806FloZWRWfZgDy+vq39mRMcylRsrm5GW63Gz09Pbhw4QLuvPNOOBwOvPXWW9If3u12o66uDufPn8elS5dEUDMYzMzuw4cPY35+XpQ781L02BIi0lnvgUAAW7duRV1dHbKysnDw4EGYpone3l4JPGs2Gz3J2dlZrF69Gj09PYjFYmhra5MYwuDgICYmJpCfnw8AUmiWcQUqQXpMOr6j4z3aWyIFm8+Qnp4ueSE6KTMeXypnw5w4emAAJF7S09MjCd0kM9Db4nldLhcyMzPR2dkp6EQ4HEZa2lLvp/r6eoRCITgcDvF02KeK0P/09DRqamoQDAZRUFAgyoOVBlj+iIUw+fr09LQUzyQkFwgEcObMGRQWFmJ+fh4ej0co7Ew4p+dCyH5+fh6RSAR2u13Yt/Q8AQhqwusGg0EkEkstmd1uN6533BAeTFZWFl5//XXBEQOBgMAeBQUF4h4ODQ2hsLAQTU1NePfdd1FaWorGxkZ4vV5kZGRIyfKysjIUFhaisbER/f39GB8fx9GjR1FbW4vNmzfjT/7kT7B582bs378fPp8Pn/3sZ9HX1yfxnttvv10mcufOnQK1hUIhuFwu1NbWShzF7Xajs7NTJowblfABcVkG77nAe3p6pPd5eno6XnzxRWzfvh0ul0usC7KqtAfDgxtBJ6Bpy1lbcjo+ow8KYK2wrNexKiWrAuF1tFVu9XYoKA3DQH19vVhQ3OCzs7MYHx9HOBzG9PQ0/vRP/1QqJZSVlSEQCAillc9BNhHrJFmhOm3ROhxLJXtycnJQXV2dkohJ2ICMIyoyntPqbfD5VhpHKkCdMKgFGVlw/D5jc7SQrUQBzsXu3bslwPvCCy/ANE3p+srYQDKZlIrIVVVV6O3txcWLF3H+/Hm89dZbGBwcxNGjR/HOO+/AZrOhu7sbo6Oj8Pv9CIfDYp0zgJ+ZmSkZ4/Skn3zySTz++OPw+/1obW1FIBDA4uKiBKtp/WuDhetm27ZtEitYWFjA0NAQQqEQhoaGkJ2dDZvNhqysLPmb8A0TDwlpaWYePRqOKcvRMzmVjDUG5EmS0J7i8PCwGIL0mKmcCA22t7ejo6MDLS0tCAaDYkwwD4apBnV1dSkoxtTUFBobG6UqCFt98F7dbjdKSkoQiUSkBbbX60VaWpp0omQ1AWBJ6TJ53GazwePxICMjAz6fT+TIwsKC5OUlk0lUV1cLFXpwcBC9vb0yjowX0eglI5FKkGWXSMjhuqQcJNOuqanpGtki8uO67/xfPObn58ViTUtLg9vtRjgcFleN8YzVq1fjzJkzqKiowMLCAm655RY0NTXh5MmTMAwDxcXFMvn5+fmyiU6ePIny8nKUlpZi69atePnll/Hd734XU1NT+I3f+A2cOHFChMSaNWsQiURw7tw5Ka2xceNGtLe3Y+3atdLsbHh4GKtXr0YikUBdXR3y8vIwNTWV0nmRJUuA5RL4dDtpxWpYxmazSel+ChfGGvRn9GG1PAGkKBa9yfWhBYCmexL60da0JgLwOvzRDDG+p61M6+dzc3NTxoAYOv9mAJV9KrRno+NLFAIcR60gV4olmaaJkpISwfTpAWmlrBUeqzFTKVhp3bx/7VXxNd6b7nluVb66M6c+9Fzxvjwej1R6yM3NlQKOiUQCtbW1OHPmjPR2YTIevTZmf1+4cEEUeF9fn+SKXLlyJaXvCaHJyspKrF+/HsByLa6NGzfi4sWLuHLligTldRKwNjo0s47GIZ81kUhIjauMjAyJXfT29qYQJUhxJqzJeIY2nnR8kIForgHuDWbM5+TkYHh4GAAk3sfYHRUpPZ1kMilWPOMTMzMzGB8fx8TEhOSVcP1mZGSgvLxc8lAmJydRVlaGubk5lJeXw+PxoLi4GJOTk3C73eKZMwDP+nAMoPPabFJGQ0rvTT4jm6Ll5OTIuDJ53Gazoa+vT2RFQUEBsrOzxfAiHFpcXCyxSc4r6e9csx6PJ6XIpc/ng8/nQ0lJyTXyRdbwrwpE/t86iouLzS996UuIRqNYWFiA1+uV7FSXy4W8vDz09/dLkhIZNEeOHJEBo4XKhKjR0VERTNnZ2Vi1ahX6+vrQ3t6ORCKBTZs2we/34/nnn0csFsP69euxefNmvPvuu6irq5PicdTS6enpePfdd1FSUoKGhgb4/X78/Oc/R3t7O6amptDa2goAEpPRuCgFX1VVlbDWuJFphYyPjyM7OxubNm3CoUOHZONYaccU4Nx02rLTlrve7Dx0wqb+3wq/0YrjAuRzaGGpPRc+nzXIz/fS0tIkS5klLax5JOnp6cjLy8Pi4iLGxsaQlZWF4uJiFBcXIzs7G01NTTKumnEWjUZToDv9vHzNbrejpqYGfX19Yt3q++Nvxsi0x2aFuKwQoRUa04qEc6W9OX2P1yMU6HtKJpO45557hERSUVGBHTt2wG63Y/Xq1ejv78c777yDgoIC1NXVIS0tTZq1jY6OoqSkBBMTE5JflUwmceHCBYF6GhoapCvhyMiIFEr0+Xyor69HR0cHAoEA1qxZg+bmZok3UJkFg8Fr1hVJDowVPfnkk2hubsbg4KBYwxSSZIolk0nZx4TW9PxRAfDQHrkVpiWUk5GRIYF+ejs6PjIzM4Pjx49L8zJW+CCrkwVrue6Z9EgYkLGIwsJCoUiT5JOZmSl7msQdxgOzsrJESbGMTiQSgcfjgc1mw/DwMKqqqgBAmKc2mw3FxcXo6+uTcj+UIfTUQqGQKBWSAex2uxSmZe0ywvx8LiYnr127FqFQSNZ/bm6u5MSQoUYW2sLCAjIzM6W19PWqKd8QHkwymcSaNWukOyEnkUyMWCwmxSEphM6dO4cNGzZIljIX7MjICIaGhlBcXIxAIID8/HwJoLe1taGgoAB33XUXpqam8Mtf/hKLi4soLS3F7bffjiNHjohCYFYtO8ddvnwZJSUlkgz61FNPCf4JLNVoYvAOWBmHTyaXueoUknRNHQ4HRkdHEQwGJaBK74Y/VrhMC3l9Xb7H/zXkoiEwnl+/xmA4AKmtZo09cM54fms8SF9fe1DJZFJgAr6nn2l2dlYWbjKZxNWrV/HII4+gpaVFLHZ6B/yxeir60JY02WnWMdFjpnMy9DiupFSt46+vT7iCkB7H/nrK3+px6funULz11lulBS6x9UuXLokQ6OrqkhhLR0cH8vPzJfjPe2CexczMDEZGRlBRUSHNrhjgpyf7iU98AsXFxSkJsbr4I+dTKxMe9Ijz8vIALAXU2fWQ8RE+L/cbA8YABF7WsTGt9Gn46LnkdWnlG4aR0oKCHjDJC8w7YWY658w0TamuzLFzu91SZZhKLhKJCIw+Pj6OUCiEsbExLC4uwufzYWxsTBISeTCWMjMzg4WFBRQVFWFoaAjT09PCLItEIpKIHY1GhTpM5hc9esMwUFJSIv1nurq6xOug9zw2NiYBfI41lSj3AnsNsfMl1ynL49DrMQxDaNlcW/39/XC5XEJoWum4ITyYsrIy0+/34/d+7/fQ1dUluSuVlZUAIBYV6yH19PSgqqpKCr95PB48+OCD+Pa3v42SkhIUFRUJ7FZdXY2JiQl0dHSgpKRELJMLFy7A5/PhrrvuQnd3N7q7u+Hz+WSAGdRkLaXNmzcjLy8PL7zwAlatWgXTNFFXV4cXXnhB6hFdunRJJo4BQ60MWLG5oKBAhCrLQJAy+v9t78/D47zLc3H8fmek0ayafTQjjfbVki15iR07G3EWCAmEspSeL6VwKC0t9LQ9tNcp3b7wK22vq5y2hH4LtKccCpRy2pICzU5IQuI4TuLYsi1bkrXvu0ajGc2ideb9/SHfjz96MzJ0ofgEf65Ll6SZd18+z/Pcz/3cTy6Xw9GjR/Hqq6/CZDIJzKJGK8DOhlVGb1tN6HOof6ueoMokM0JQwNVOlmST0OtRIx5OkMbJlp8TYgGuUoEpL0HcXBWp5LHwuDghcQIi5EGYotAzTGPBDqNnzpzZUS1u9IqNk34hA2n8zBgF8b6oy6r3Sh1cz5hvMTLTAOChhx7CP/3TPyGdTuMXf/EX4fV6cfLkSYyNjUlRscViETVgi8WCn//5nxfGGL+vqanB6dOnMTo6CpfLhc9//vP4nd/5HeTzeSwtLQmp4p3vfCc+/elP48SJE/inf/onufZLS0uiSZVIJKR9Oc9RNQYqc++d73wnnnrqKSn+47vAXAijBL4TquPDiZ/PoXrNec/i8bj0X2L0Q6NCA8j9sT89jQIJElxPzQfV1dUJS7GkpASxWAy5XE4EcisqKpDNZuH3+5HJZASeSiaTImxbWloqLDKqIudyOVRWVgpLjfMHadHJZFIS7UVFRdKWhPCUx+OR684eMqFQCBMTE4hGo9jY2MDQ0JBE0F6vV4gEjNzY1pl1OnR+SclmMTuNWTabFR01r9eL0dFRycNYrVZ85jOfuX4jmNXVVbz3ve/F+fPnsby8jIqKCjQ0NCCZTMqkvLS0hOHhYczMzKC+vl4My9vf/nZUVVXhf/2v/yVhoqZt92Ooq6vD448/jsnJSdx8880IBoOYmJhALBbDsWPHUFNTg29+85s4efIk3ve+98nDZrVa0dTUJGJ8b3rTm7CwsICuri5UVFTgjjvugNvtxquvvoqqqioEg0HpcgdgB9TCwclsZmZGWpRymUQiIXRHm82Grq6uHaE5jYs6aRnzLJwwVSOjLmuExThUOqwxwjHuiy+8mntRYSLj3zxeFU6iF0gvLhAIoLa2Fu985zvR1tYmpAUaFuZDiKfT0DE3oh6vOsmbTCYcPXoUTqcTZ86c2RFRqGq2vAbq+dDb5QTI+2fMO/F7/qjRnmqwjCQIfm9cvhCTTdd19Pb24rOf/Sw6OjrQ2toqyrasymaCOpPJoKqqCi0tLXj11VfR398vvdYpwFpcXIxQKIR3vetdkmCORqNoa2vD5uYmDh06hN///d/H2NgYXnjhBWiaJp0XSYiIx+MYGxsTcoD6vPEZ4QRGtIETN8/NmGNkNKReMw5GEOo2uI6ub9cE8VrRGeE7Y7PZJN/FyTydTgt7k1EPc1fsiWO32zE4OAiTySTaYoSm4vE46urqsLq6iurqapEoYpTDQlaPx4N4PC49WPL5bamWaDQqhZVkbrGwcWpqCqlUCtFoVParssluuukmWK1WoXFTyWFkZAQulwv9/f3Y2NiQiMfhcCCRSGBmZkaee5/Ph2QyiUQiIQKxNCJ+v19EL1nHwzwVFUjGx8cRCATgcrmuqUMGXCcGxuFwYHp6Wqi8ExMT6OvrExw+kUggk8lgc3NzR7FTaWkpTp06hdHRUZSXl6Oqqgrt7e1obGyEyWTCs88+C6vVivLycszPz+PMmTOYm5tDbW0tqqqqcPHiRaRSKdx66624cOEC8vk8XnnlFZSXlyOdTmNiYkIKQOlJ3XrrrXj00Udx8eJF0XWiR+Z0Ogt6WMBOKImTLAkBAETriNXD3BbhDSNUxZeJnxsLJtVIhtAAvUMVA6eHV2iiVrfFY9vNABm9S9WjJdSjJsppQNizfc+ePYhGozuSiuqxGGFBNVpSjxXYjpJuueUWVFdX48KFCzsS6aphoKyGeh48XnrW6rVSjSv/NhoO9VoUMhrqcRjPQd0Wr4GmaXjsscfQ1dWF22+/HWNjY1JZTdLIxsYGxsbGpFAwHo+jsrJSihuJ07OIcHFxUQxKMBjE3r17EQ6HJbovKSlBT0+PeLzsTcQ8HIk3amRmt9slcqARD4fDqK2tRSwWE7iJ19FIQFHrf/hbNfJms1nULVTY2EjyUA2een8YfQNXoSo1P0p1db5z4XAY4XBYFJHT6bQ4NDQEW1tbmJ+fF0dJhfTJzmIOmLAbdcDYIoGS+owsmJ9lTkjTtpv0UV7p7NmzWFhYEDWAQCAgCiLpdBqhUEicVpZX2O12aSHAOcfpdMLj8YjMEEsuaCy3trak4NNsNiMSiSASiUgehtTnlZWVHa0TjOO6qINhEok4ZF1dnWDEp0+flhdkdXUVyWQS4XAY0WgUzz77rODDuq6jrq4O1dXVOHfuHACgoaFBtMueeeYZ3HnnnbDZbDh79iw6Ozuxb98+rKys4KmnnsLRo0elUO3ll1/G5uYmfvEXfxGvvfYaZmZm0NHRgVgshkuXLknPa4rh7dmzR2TTU6kUlpeXxWsEXp/8nZ2dFdE4vgixWEw8H3oLTqdTJBk46XGC1TRtR5GZ6gkbIaZC+RIjY0aNHFQPkOvxJVDJBBxGrx3YmeilcSELKJ/PCxV7aWkJp06dwsDAAEym7eK5SCSC5uZmjI6O7hDSU+EyVfaF50UYZM+ePTh79ixOnDghWDKvE7BTuVhNFhvvE49dzQWo56Q6EcZ8itHIGA0zr6WaXzBeR/W+nT17Fp/61KfQ2dmJRx99VKLxzc1NcUbW1tZQVlaGlZUVjI2NSUEgax1isRiqqqrg9/uxd+9ePPfccygpKcH999+P7u5uDA8PS0vdZ555RoQeSahg8TGTzk6nE+l0WuopAEjOghpWDz74IB599FG57mqVv3q91OvB61tSUgJN0yTSUJ9Lrs98nXoPGf0TDmP+iPdsdnZWtML4jK+urgqMS8PK4lDW2fF5yWQyqKmpkck4m80iFovB5/NB13VEIhG5LlQzzmaziEaj6O7uhqZpQrvP5/OoqqpCOp2W49rc3EQ8Hsf6+joqKiokv7K8vCwtRHK5HDweDyYmJlBVVYVEIiEwJ+VzLBYLLl68KG2PyTJjd1My3CisubGxgYWFBYnUCPlxWToKZJyRHs/8WqHxAw2MpmlWAC8CKLmy/D/ruv4pTdNqAfwjAD+ATgA/p+v6hqZpJQD+DsAhAEsAfkbX9bFr7cPlcqG8vHyHrlBjYyO+973vobW1FRaLBcPDw6KW/Morr4iFJm/c5/Ohv79fQt99+/Zha2sLL730EgKBAO69917E43GsrKzA5/NJrQB70YyOjuK5555DUVERfuEXfgELCwt47LHHsLa2hj179iAcDmNoaAgA0NLSglQqhdLSUpw7dw7z8/OIxWKiRwRApE7USYKDNM1cLiceR3FxMWZmZrB//37xcNSIwwiRcdDYqP9z8CXkxK1GNky2crv8XC0SVY2U6rHzfK6VsDYuT69Oze8wAltbW8P8/LwUQTK6m56elnNQqcJqIR8H2Tkf/OAH8fDDD0vh326QlXHwPI0GwgiRqREO72UhQ6NeG27fCCOq0OFuQ9d1xGIxjI+PI5/PY+/evdi7dy8++9nPygRI1Qo6YrOzsyLpwffD5XKJFAiN/NzcHN7//vejsrISXV1dsNls8Pl8+Ju/+RsMDQ0JZMSaiNHRUTG21CQj3AlcTRjzfrGMgDAdoSA1yqABV1WReZ1WV1d3yJBQUVmNJLk9Na9GkgAjAkKeFJednZ3dQXunE8qIg+2iqZXW2dkJr9e7w+CwIJr9Y2hE2PLDZrMhn7+q7pxOpzE0NCSfE6mpqanB2NiYnBNJF5SWyufz8Hq9GBkZQT6/XT9HNEEt+ibCY7VaUVVVJXI1at6ELZ63trakQDwWi6G0tFRyvczvuFwuIR9RaJhCqLquY3FxUQgN14pgfhiIbB3AXbqudwDYD+A+TdOOAvgMgId0XW8AsAzgw1eW/zCA5SufP3RluWsOehiUjq6srMTFixdFPiGdTqO8vBz79+/HysoKPB7PDivNKlqz2YzBwUEcO3ZMmF82mw2VlZVobGzE8vIy4vE4amtrsbi4CJvNhnA4LLin2WxGQ0MDnnrqKXzhC1/A6OgoDhw4gOrqanz/+98XOWtGUyUlJRgbG8Pg4KDoBAE7pVvUiUc1EGy3qtKMTSYTLl26hIqKih3SGMZJSDUc9ArV7wolmtXJni8m/1eTqyrlVPW8jTAEh3GiN/6v5n5IGVWPV4XMAEjx2okTJ3aF7/i5EVL65V/+ZdjtdszMzOyAYdRrYTQE6nEYjQPXZ26tEOyleuKF7pFx32oEaPTi1eXVYyE89eqrrwqrhxg/j48TX0VFBaqqqsSwUGmaieupqSk8+OCDWFtbQ29vLw4ePChwEb3k4eFhmEwm6SW/uLiIRCIhx0TIh/AOz4E5rnw+j7vuugter1eUOPgsq8+n+jfroNT7zYgXgAiiqsafVHrVaHFwsuWztrm5Ca/XK2rLFEzN5/NieFiMaTZvC1IWFxdjcHAQRUVF8Pl8WF5eRiwWE+FPGnUKUrLZm6ZpkscgO49F5Gbz1d5RTqdTHCu2TlDr3uhIDQ0NiQwMYVuyXBlZUrmEzwyr+ll4SuVtqmfncjlRVeb1ACBtlallRwND+jqvO53iwcFBlJWVYbfxAyMYffupSl/5t/jKjw7gLgDvu/L51wD8/wD8FYB3XPkbAP4ZwOc1TdP0Qu73lbG8vIzXXnsNH/rQh9Db24tXXnlFZBRI9SsvL8eFCxfEeobDYem0Nzc3h6WlJTzwwAPY2NhAT0+P5DHe9a53IZvN4stf/jKOHz8On8+HkydPIhAIoLS0FL29vSgtLcXBgwcl7IvFYjh69Cj27NmD3t5e6ZLJlrKtra24/fbb8eEPf1i6z7W1teH06dPCwOBDQK9NnYD44DH/QKmFfD4vSgGUUGHxn/pScqJWawUK3LfXTc6Fog15EBSJGOCq0SGERHYJhfnUfBC3pXrn6jHwOBKJhFSIE2M2Rij0XNVrxQnXWItDb5oR6tNPP40LFy6IF22cxI3XRTUUPBf13Lg+C2aN+RQjxGWEENVzN94X9T5we1zfuKzZbEZ3dzdefPFFJBIJNDQ0wGS62kOe1eNUtmVtRlVVFc6ePYuqqio0Njbi4sWL2Lt3Lx544AH8n//zf6SafGFhAS+88AISiYQIaKZSKWQyGUxPT8v5q3LzuVxOIBIaGxVu3djYEISAzzYjU6ODoaogq1Cqem1Ug6A+9/Ssee2MuU06TblcDj09PdJwi4NS+oygCK/l89tK59lsFoFAAMPDwyK3omka4vE43G43fD6fCEgyPxEOh5FIJOD3+7G4uCiREJ8HdqlkZ8vLly9D0zRUV1dLLotK7yMjI9LUq7y8HMvLy9ja2kJtba3ItWiaJirQs7OzmJ6elnfZ4XBgcXERLpdLYE2SZphDoWpKUVERysrKJK/EUoqSkhJ0dHRgZWVFzocEhebm5mvSlH+oHIymaWZsw2ANAL4AYBhAQtd1zkhTAFjOWQFg8srN39I0LYltGC2260EUFeHAgQP4/Oc/L30h6urqsLW1hdbWVike0zRNvCefz4eLFy+Kt/COd7wDr732mvDIGxsbUVpaik9/+tPweDxoamrCq6++inA4jLq6OinkbG5uhsPhQElJCc6cOYNEIoHbbrtNDFUmk0F7ezsqKipE/fTP//zP0d3dLW1TDxw4gM7OTng8HqljoVEw9i4xTkz0Hhn9rKys4Mknn8SnPvUpnDhxAqdOnQKwXaVMI8AXWYVaOOEaITkVVlC/Y30FsJMlptzzHfkGFd4AsCOKKHR+xrocbocVzCxaY/KVE4cxX6EaKxoZNZFMTPzhhx+WnJIRFuNvJnXVxL1xH8BOWrFqUIxw5G55F/V7Y/6r0LrqtTNCa7xusVgM8/PzePTRR9Hc3Ayz2Yx0Oo09e/ZgbW0N0WhUPPqVlRX87M/+LLa2tjA1NYX3ve99AjmGQiFomobe3l7k83kMDAzgL/7iL5BOp6UWYmlpCaOjo1J3xGicRkbTNGkNTtYlnx9O8ktLS3jhhRdQVVUlXjdpyzx3teZKzZ2oz5bx3um6Lk4cDQ/3T4+fRZZ08DY2NlBZWSlEnpKSEmFg8X6zSRkjBeZRq6urRdmYMlSDg4Oora2VxDhJRyyonJ2dRVlZmfSLYj4qlUqJYjLhWxZoM/mvKiown5PL5VBdXY3R0VHpeXX58mUR6jSbzfD7/UJTpmhmLrfd/tjv9yORSMDn84nuGkkJJC3Q0R0fHxejYrVaZd2FhQXE43G4XC5kMhk4HA4pBlXnOOP4oVhkuq7ndF3fDyAK4AiAlh9mvWsNTdM+omnaWU3TzuZyOTz++OPS1W3//v1wu93C4ujt7UVnZ6fg0Yw84vE49u7di/b2dsTjcUxOTsLr9eLo0aNwuVzo7e2F1+uVC1FTUyOJuMXFRSla2traQm9vL2w2G+666y6cO3cOc3NzGB8fx6233iq1NHv27EEymcTU1BSOHz8OTdPQ0tKCO++8E16vV8JWJvCunGfBPAA9YnqfLMDkC7S0tISWlhZhr6meLbAzAaxi2kYP2AjNGXMI6lAnEuO6xkS0ej4q5LNbbkZdh7AB/yfMuVuQayQqqPkhNbIpFKUQUtN1Xe7Jbvks9RoZr61qAAqdn9EgqedrvP+F1ivENlPPwWS6SpdNpVKyHplAnMTHxsZw4MAB1NTUoKGhQeSXNE3DgQMHMDU1JcyfoqIinD59GvF4HOl0GoODgyIlwxYHquoEOxqurKzsyJ2orC6yKUm0UVsGqNTiQteKMC3zLnRUCMnQueD7wHeFy6qRCAtCt7a24HK5cOHCBamdorYZ7y8dN8JqdKSCwaD0GZqcnERFRQVmZ2dF+ob7CYfD0HUdbrcbKysrqKmpwdraGmpqaiTCI4mAwqBq5M4cDevwaDDYabK5uXnHM82yBhrQiooKoSFTCodqBRTE5LNvtVpF+HVlZUXaL7O+qaioCIFAANXV1WhraxOnj8zFdDotTcycTidmZmb+4+T6dV1PAHgewDEAHk3TGAFFAUxf+XsaQOWVh6oIgBvbyX7jtv5G1/WbdF2/aWtrC9FoFJlMBuFwGJq2Tc1LJpNYXFzE1tYWqqur0dDQAKvVit7eXlgsFtx1113iwb700ku49957cf/99+PFF1/EI488gvn5edx5551YXV2F2bzdjW9rawvJZBLBYBCRSAQXLlzA888/LzeXqqclJSX40Ic+hJmZGfT29mLv3r146qmn8Nxzz8FsNuPZZ5/FgQMHcPr0aYyMjIinVl9fv8OTV0UM1cHJioyRWCwGXdflYfviF7+IS5cu4c1vfrP0yyG1Vp3s1f0YvX+j0WH+QzUMxnyJESKSB+XK/rgftSBQTboyQigE9agQWjKZlFoK9hOx2WwSwap5JE5KqqEBIBRSYvOcYMgqVCdqNZpQI8hCkYd63LsZAHWi5LkbyQO7GRZjJKTeC+OxqEaNsEZPTw/GxsYkn8AolcXBZJUBkJ7w7BJ75MgRfPWrX5Wiyt7eXilYHhwcRH9/vzTDslgs8Hq9oipBijLruCjZzmtvs9mQyWSwf/9+8Zg5sREGVu8tI0k1qgeuKkhwImakqhoP9Xoxj8IckPrOlZaW4uLFi5iYmEBRUZEYY9bGeL1e2QejHj5D1E9bXV1FQ0MDZmZmhPkZiUTEuJMxRgNIcsrS0hLq6+sxPT0tagZut1ukVjKZDOx2O9xut0QwdXV1KC4uRjKZRDqdRnV1Nfr6+tDf3y/5GF3XxUkoKSlBX1+f1IxpmiYKCow27HY7KioqpJDUbDZjZmYGNpsNi4uLaGpq2tFviO/T+Pg4MpkMZmZmMDAwIHV6hw4dQklJCVZXVxEOh4VBWGj8QAOjaVpQ0zTPlb9tAO4FcBnbhuY9Vxb7IIBHrvz96JX/ceX7718r/8KXyGTabuXqdrvR0NAgSbTLly8jnU4jHA6jp6cHCwsLUmUbDocxPz+Pnp4eSbJ/61vfkhtaX1+Prq4uiXRmZmawvLyMqqoqWK1WjI6OYmFhAR0dHdIQKJvNoqWlRaT1vV6v1B+cP39eiAO/9Eu/hKeffhpvf/vbxSjs27dPXg5CNSrNVT1f/qiJs2QyucNTP3PmDJqbm9HS0rJjMlfrMjiMk1uhCMW4HBOyap7C+Ldxu4WgHG5DrXNRjYo6jIaHkh3Mz3i93h2MInV7/K0aG2P0VF5evkMLjvvh/eA9MQ7VCO9mbHhdVGNqvC6F1uFQ77u6X2NkazQwnET7+vpgNpvl3SC0U1lZicrKSpSWloqQ4uLiInp6emSie+qpp2AymXD27FlMT09LkpkFm0xqM+KhESQUxSQ8CxIZzfC8mfBva2vDSy+9tIMRSFKMep0Jj6nGludJqIz/Ez7VdV0mct5zXis6X0yuq88ZC3P5TtCI0BDzudWuwO00IvT0KfLo8Xjg9/tF44z9dmg8o9GoOHurq6tYX18XxhprvIBto89aE747hBBZ08LnlZA71UMqKiokciGri0artLQUoVBIHOqysjI5z/HxcUEJksmksL9MJhOGhoYwNzcnEjJm87Z+GZEONgTc2NiAy+WCzWYTA8lAYLfxA6ViNE1rx3YS34xtg/RNXdc/rWlaHbZpyj4A5wG8X9f1dW2b1vx1AAcAxAH8F13XR661j1AopL///e/HTTfdhPPnzyMWi8HhcIhkO0+GL98tt9wCs9mM5557DhaLBdFoFGtra7h06RK2trbw5je/GePj47DZbML9pix4JBIRATmK1fFBZhTFJkFUSE2lUnjppZfw9NNP4+6770ZXVxccDgeOHz+Op556CqFQCNXV1ejv78fY2BgWFxdFPw14PUNGjXBUyCUSicBqte6Q1AiHw3jve9+LV199FefOnZMkuxHm4aSp4uC7DXViZi5GrWpXi9J4bEbjoao4q59z8G8ep3qu6vGqg3AHja76Q6iExlg1hPRwH3zwQei6jm9961s7rnU0GkU2m8WhQ4fw4osvFtQwU40mnQKemzpUIoB674xRjXoNeJy7QUPqd0YDpBIHHA4HbrvtNpHY39rawvHjx3Hw4EFMT09jcHBQ6KNve9vbcOHCBZEFmZ+fh9VqxdraGvr6+uR4x8fHhUzCyZFwL58zypvwWh85cgTd3d3QdV2cgbW1NTz88MP4kz/5E7zwwguorKzc0TiO1F86Ikb1BJVibDTenHwDgQA2NjakQRmPievo+tUcEWnaCwsLknfge+j1euX542ROEkEul5M27KylUQu7qWPGjrg1NTVYXl6WnEdfXx+cTieam5tx8eJFqfVyuVwC/xGeNJlMCIVCWFxclMJMRoJlZWWyPo/FarVienoa7e3tyGQy0uOHjeAYnVBjTdd17Nu3D2NjY/D5fBgcHMTq6qrkX7a2tqQ3DCVhSH8mXTqXy4lzsGfPHnEqEokEmpqa0N/fD4/Hgz/90z8tKBVzXWiRBYNB/aMf/ah4aNFoFC6XC1VVVQJbmUwmdHR0SGtYSsqEw2HJvxw8eFCSUVVVVVhbW8Py8jJ0fZvSyXzL4OAg3vSmN2F+fl4qdJkc03Udzc3NaGhowHe/+12cPHkSZrMZHR0deOyxx2CxWPCLv/iL0lEuGAwKxJXJZHDmzBmMjY1J4ov1LKQF8yVVG4nxJeFL5Pf7hXLIwqs/+ZM/wZe+9CXEYjHBwPljzAmokzcnQSNLTJ04jdCT0Tipk7xqyIhbG/dtnExVw6LmHoyQk+rJqpOPeryqYeUL0dzcjHe/+9149dVX8dJLL8nEyIlM0zTU1tbCZrPh0qVLAu8Z4bFC0GCh4+PxqIZFXc+4voqfF4JL1f3sFgnxO7fbjQ984APC2rJarfjlX/5lWK1WfPnLX0ZXVxdmZ2dlMmY+kFIyw8PDmJ2dhd/vFyVk5gHy+bzU0iSTSWEbcdL2eDxwu92IxWISpVMd4Ld/+7fxv//3/5ZtU8LdZDJJJENPnVBNoXwIE/g8b+YhMpnMDkOgRlacWE0mk3xPeZOzZ8+Kx81eMKzbIJym/u33+6U8oqKiArFYTPrftLa2YmFhQSAussUymYwojgDbBd4vv/yyGHQA4jDyGvM6EBpOpVLS/8VisWBgYGCHrD4ndtYJUlKfRa+tra0Cm7FI2+v1inRWNpvF8vIyfD4f5ufncejQIenBxDlU0zSBnVkvRQeeKQayzdhuPBgMYnh4GP/wD/9w/WqRuVwu4YNrmiYtYlOpFLq7u6XYcWNjA2fOnJGmOewAt7W1hfr6erz66qt45ZVXEI/HpZUyW4oWFxdjeHgYXV1duOmmm9DT04NcLod4PA6Hw4GKigosLS1JoVI2m8XY2JgkpMfHx1FfX4+PfOQj6Ovrw/j4OOrq6gRScDqd6O/vx/z8PILBIMrLy+VmGIv1iHEaJzr2QVFfADLMuru7cezYMSFC0KszypnsBssYPXGVeaYOPtBqEl3dlnF5TuB8eYxQkxEW4rLcfqFjpqfJqmQm8Rl5GCGVyclJfPjDH8af/dmf4WMf+9gOw8vzbm5uhsvlet3nxmiyUN7EGG2pBrAQZGiMQoyfG/dRKHopBKdpmiY6VW1tbWhvb4fdbsfQ0BCmp6dRXl6OgwcPor29XQwJySOpVAoTExNYXl4WGIkFezQgjC4SSutgGjE6POw+WlpaCk3bVmj+5Cc/ic3NTRFvZCRKurIacXJSJZWfzwH3T3osnyt2LWXUoUJshMUYGdEY0jBRHZjnwoJRQlUkIPA9KikpQSgUwuzsLJqbmwWBWFpakloXs9mM9fV1IVCQRLS+vo6JiQl4PB5cvHhxh6ZXTU2NtOmgwaUSM/ff0NAgBKbLly+jvLwcNTU1Aj9mMhmBrxh1sJCyqqoKQ0NDou9HkdeRkRFpM7+xsSFkJavViqmpKTE+8Xgc8XgcCwsLAt2p0BjrfnK5nHTIZFHu/Pw8SktLsdu4LiKYQCCg33bbbejo6BD2w9TUFNbW1nDw4EEcPnwYZ86cwdDQEBYXF/Gbv/mb6OzsxPz8vDS8uXTpkrwM6XQa3d3d8Hg8eO9734vvfve7WF1dxcGDBwUyI8uktrYWyWQS3d3deM973oPFxUUkk0lcunQJJ06cwC/90i/hySefREtLCywWC55//nm85S1vgcfjESVbXddx+vRpjI+PixzE5OQk3G63aBYBV5uDGfFj1RsGAK/XC7/fLyrSxIx/4zd+A4FAAJ/97GeRTCZlElajFmM0wqEaMnXCVL1q40SqTgz8X819cCLn39yPES5SIxt1GTWyKWQArzWBG8+NE5RxW+rExehRPS4jXVm9N0YSxA8TYfA6FlrmWv+r2+cwGj1u12azob+/H6WlpeJU3XnnnXC73ZienkZnZ6doV124cEF0y1KpFNLptHRN3draEpq8sb6Jky5zLTabDclkEj/90z+NP/qjP0JrayvW19fxcz/3c3jkkUfQ19cn719VVZXAbS0tLRgbG9txbQHsoNob62LI5OI1aGxslK6xbOXB68HkvNFADQ4OClMxn8+Lc8F9ra+vS80Za1ZMJhMSiQRqamqkXoaQFSHKVCqFxsZGKTwtLy9HV1cXACAUCmFychI1NTUYHh7G5uamGCIWc5JpxmOn2jLJEktLSwgEAqIGz0Q+na21tTWUl5dLpOH1esUQ8x1kK3aPx4ORkRFpILe4uIhQKIRYLCYwXywWQ0NDA8bHx5FKpbC2toZIJCL1UJWVlTsIPdReNJvNWFlZwdLSEioqKvDQQw9dvxBZJBLRP/7xj4s22COPPIKamhrccsstohT6yiuv4MMf/jAymQwGBwcxNTUlzK2pqSmpoh0eHobdbofVakUsFhPZg7q6OrlQLBByOBz43ve+B5vNho985CP48z//c7jdbgwMDGDPnj3Y2tpCKBRCIBDAyMgI/H6/eIddXV2IRqPCIlEF8To7OwX/ZVdEJv2Mkzmvv+rNkyJZUlKCsrIyuFwuean27NmDn/mZn8HnPvc5kRLP5XJStVsISipkcHYzLDQe9GaN2+LDzAlYVTlWJ1ZjPkI1bOrnRqOmHrMx32Fkchn/Nk7QNHTqC6IaOZXkoObGKGPO+8JjULel/m+E99SkMfe1GzR2rffPSLJQGW1erxd//dd/jfvvvx+f/vSnYTKZ0NTUJMnkzs5O6c0+MTGB8fFxTExMYHV1VSIM1ogwYWw0AoxuwuEw3vGOd0gDrr/8y79EPp/Ht771Lfy3//bfdtRy+P1+UT1WGV1qxKxCZdyPer68z0VFRSKlwuunRr75fH7HhGc2m7G0tCQN19TngrlFRi3AdqdNOnMsF2C/KQCiu7W4uCj1NlVVVVhaWpL6uMuXL8vxDAwMwOv1CrREo5fJZIScwSJLvrssXGUNDY0rv2cdEs81nU6LQSXCwXYBTqdTCm1VSJH3llGhy+WC2+3G/Pw8QqGQKD5TWcRkMiESiaCkpEQIDWyvTAYfa3yowPLiiy9evxBZUdF2y87Z2VmcO3cOt912G9rb21FcXIxXXnkFTz75JJqamhCLxdDZ2YnLly9Ly1P2dKirq8Pw8DCAbQ64y+USsb6ZmRkRp6SmmcfjwWOPPYbGxkZ87GMfw7e//W2Mjo5icHAQ9913n6gIVFVViaGoq6vD8vIyXnrpJQDbngILtEiXXltbg8vlkgeDCTiGuqronkrrNeYEKCXDBCwfKPZ5uPnmm+UFNplMwmQxQg67TWyqcVHhNTVxz8+MEJwKufGhVSMI9X9jpGKEhdRcizp5GI+7UK5E/VzdjvF7Y1LeaHjViIZQy27Xg1GcmmBWJ1BjNKoeb6GophC0ZlxfPWYeSzwexx/8wR/g3LlzeP/73w+32w2n04nBwUHxskk2YbQLQJrZ8d6zsj4UCu3Q5+I9N5lMaGtrw9mzZ3Hy5Ek8/vjjiMVieP755/H1r39dkv26vt2iWa2qV50mRh/qPSsU6an75zGqUDDvAQCpaSP8RAPIOiESC3i/mMcAILAgCUS33norvF4vNjc3RT+MNXh0qigrpes69uzZg6mpKcm/zszMoKqqShzKpaWlHbkKu90uwqRET8rLy5HNZmEybVfYE9IntZwtQFTVZ7UjbklJiSglAJAWJn6/X45ZpewzOmQemrpplN8i1dv4rK6uriIYDApcmUwm4ff7pb35tcZ1EcE0Nzfrt9xyC1paWrC2toZDhw5J+LW0tISbb74ZDocDp06dwsjICG699VbMzc2hqqpKJqZXXnkF4XAY5eXlOH/+vOCi9E4WFhYQDodRXV2Nra1tmfhQKIT6+np873vfw9jYGJqamtDW1oaVlRV5MF955RW0traisrISS0tLYjhKS0vx0ksvobKyEslkUuT24/G45FHm5uZEfDOfz0t/cWMSnr8LUWTD4TCsViuam5ulPbDNZsOnPvUp6LqOz372s4K98sFVGWLcdqHEvzo5GzXI1EQrf6vetNp8jP+r7CwjTKVOJoTejBOsGvWobCJjvmQ36Ewd1zJGRiN3rQhDHYUiJOP/wNUCwWttZ7fJVT0m/jYaGPWYP/KRj+D2229He3s7XnvtNRw4cAALCwv4p3/6J6yvr0u9EVtOcD+MOtWkuhoh0dNfXV2VSXJtbQ1NTU34xCc+gd/4jd+QvClzkKTFMqpzOBySAyIFWo1cuC9VCy+fz4s2V01NDQYGBuR60RFjBEe4jzm6WCyGhYUFzM/Pi9K5Gr3q+jZdnYZQ16+y4MgcYz1JXV0dZmdnRaiztrZW5qNbbrkFjz32mCglU5aKEBildVZXV+Hz+QBAquDpsNEgs7OlyWRCX1+f1P60t7djZGSbfGuz2UQNmwQDvqcs4SARil1NyeDjfeD729zcjNOnT4tx4D2kaCdbuLP0oqioSNSaafx0XUdDQwMmJiawd+9evP/974ff779+IxhWsRYXF+PWW2+VxG02m8Wtt96KpaUlvPTSS+jv78ett94qMuXsVPnss8+ioqICHR0diMfjaG1txfLyMiKRiODL7e3taGpqgt/vx8WLF7G4uIg77rgD3//+93HmzBn09fWhqalJlGjNZjMmJibQ3NyM9vZ2TE5OYmBgAPF4HKurqxgeHkZlZSVaW1tRW1uLYDAoktx8gFQGibH+gx6V6rEbayIAiOFgApXJ/a6uLmiahltuuUXYMWr9CF9iej8cag2NGnWov1UWmToZqsaDkZfqfavUU9UbNhrPQoaU21UjEdUA/bBRgXGo+9kNMvxB2yhkkIzb5v+8t4WMAofxnhjP91p0Z/7P9b/2ta/hiSeewOnTp9HY2IgLFy6gra0NLS0tEgGzkJXrcvsqQcThcMg9IyTDyUrXt9tH/Oqv/ipOnDiBP/zDP5TmZcD2BEiVATVPpEKKVLfmUCE09Xz4DIXDYQwODsr1VOFfstd47ch6isfjIu2vRpY0gjRgdIRYjuD1ekV3zGw2w+VyYXFxERUVFbBYLAiFQhgeHkYmk8H8/Dz++Z//GRaLBS0tLcIiIzGCNSGEy4uLi5FKpSQHxMijtLQULS0tcm5jY2Ni1IuLi9HX14dEIoGtrS0sLy9jZmYGuq6L81paWoqZmRlsbGxgenq7xr2+vh4jIyMCg7Jwme+f3+/H3Nyc1LSkUimJQNhtk/eQ2oMWi0UcaBbg2mw2jIyMYGtrCxMTE5icnNz93bkeIhi/36///d//PUwmE+LxOM6fPw+z2YxbbrkFU1NTmJ2dRU1NDfr7+6UClxPR6uqqRCJDQ0MYHh7GPffcIzcnm82KuuzAwACy2SyOHj2K2tpa/PEf/zHOnTuHBx54AB0dHZicnITD4cDJkydRV1eHuro6LC4uoq+vD/feey+2trawsLAAs9mMyspKxGIx6V3y1FNPYXx8HOFwWDpSnj17Vh4K0j51/aoaKV8AlaoMvF4qhF0IQ6GQcPGtVissFgs+9alPYXNzE1/4whcwNzcnkwFzIyrUAEAYIsa6GX4H7ITB1OhBDdXVSIfLqIQDnh8jEXVbKjyn7o9DhU/USKRQXqNQ9LEbQaBQTuRafxeKggr9b/zOGH0UMoyFjlc9/0JGzHg+/L21tYV3vetdaGhoEBbU5uYm9u7di3Q6jW984xvIZrM77g/zK7/2a78mWmZ/+qd/irm5OWErHTp0CN/97nexvLyMF154AR//+MexsLAgNWmapklewkj55SSv5ntoJNSojJM+cFU9mdEJcDWRrxpEwkxWq1VaFSeTSYyPj8ty6vFw0mf3xUAgID1VIpGI7JPXmpXw2WwW4XAYJpNJlABSqZR8PjIygpaWFmnmxXdzc3NTetEwOnA6nQiFQqLFRxHK6upqISgVFRUhFAohm81icHAQwWAQNTU10vKaIr9UBQC2YTH20pqYmACwTTZQ2YJ2u11YcA6HA9lsFpOTkyguLsbKygpKS0uxurqK2tpaycfx+uXzeczPz2NtbQ0OhwPRaBTDw8Py98jICDweD/7qr/7q+k3yNzc36x//+MfFUh4/fhyXLl2Cx+PBwMAADh8+jJGREVE2nZ2dFWZIc3MznnvuOZSWlsLpdKK6uhqDg4PSQe/2229HZ2cnSkpKEAgEcODAATz88MN45plnEAgEcNdddyEYDKK7uxuDg4MAgDe/+c0AgNnZWbHiExMTKCsrg8PhEFHL2267DU888QS6u7tx7733oqamBlarFRcuXEB/fz9WVlZw6tQp0fChZ8AiNuZVjJCB6mnzb7vdLglUVvOyQOpd73oXmpub8Zd/+ZeijqoWQhLWUyMTY62LajT4PScv4GquphAhgMvzf9XIqNGCMY/Az4wTMb1sNZraDQYzTrhc1mhkjOvsNgpty3j814LmftA+jIayUG6o0Dv5g+A8fvbFL34R+/fvx+c+9zlMTk5iZWUFgUBA8oOsb6ipqcGdd94Jj8eDyclJaXmxtrYmkjJve9vb8J3vfAeXL1/G5OTk647VYrGgpqZGogNGxJTFVyNPVc2Cz5UatRDKASAwMt8FddLj+0gjl0gkMDo6imQyKcdFg2S322G327G4uCjHXlpaimQyKflTRmE0KkymE3aKxWKoq6vDyZMnUVRUBI/HgwceeADPPvssampqpDsmjQYhJ3by3NzclKLT8fFxBINB9PX1IRAIwOl0SsEsdd8IQzkcDoG2KioqMDU1BafTKXUvADA9PY09e/agv78fm5ubqKqqEoVkXqfV1VW43W7MzMygvLxc2H4Wi0XgtbW1NXg8HjHgJEYRlgO23282QORcOzU1Jc7j17/+9esXIsvn85KIbGhoQF9fH5aXl9HZ2YmbbroJFy5cQCKRwJ49e6BpmshPt7a2ik4YK/KZ6AcglGGG07W1tXjxxRfxjW98AwsLC/jN3/xN8YbS6TSi0ajAXRUVFRgfH0d5eTnsdjsaGxslabeysiLhcTKZREVFBe6++26sr68jm80inU7jwIEDwmRRJzsOFR5QJw0VVuLnJpNJPFBW2dJgrK2t4cknn8T6+jr2798vHg6xbe7LeL05VNiK3zF6oNepQm9q8pbbVuE1I9NL/Wy3XAKXVb9TITwjXZdD/d9ozAot868ZRliMnxnhukLGYDcDYIymCsFk19quuhyHCqsyJzMyMoL7778fx44dg9VqxcLCApLJJD796U/jwIED0LTtoslIJIK1tTVcvnwZDz/8MF588UV0d3fjd3/3d+Hz+fC5z30OFy9elGZn6v1TcxncN58DRh/qtVCfKRokoy4ZjQ6T00YYl/U8qVRKPqOmGp9bOjekM8fjcdHN8nq9okfGdwfYhvgSiQRyuRx8Ph/W1tZE5401I6FQCCUlJaitrYXJZEJ1dTVMJpOUPDDPxf5TFJ8kE5SknZmZGeklRViNRCAAUmzNyv+trS10d3ejsrISmqaJKGUul5PEfGVlJfbs2YNgMCjQGLv/ulwuJBIJ2Gw2DA0NwWQyia6h1WrF4OAgfD6ffEZJnGAwiNXVVWlnkM/nsbCwgFwuB5vNhpmZGWSzWYRCIWFcFnxer4cIpry8XP/93/992Gw2zM3NYXp6Gl6vV1p9Li4uSv3K1tYW7rvvPqysrODxxx9HR0eH5DJee+011NTUoKysDMFgEP39/XLDDh06hIceeghDQ0P4tV/7NbmQ4+Pjwvy4//77kcvl8M1vfhP5fB5vetObMD4+DovFgubmZsF33W43Xn31VdTX1+PgwYOwWq34zGc+g46ODjQ3N8vDNjQ0hL6+PqyurkrjJsIU9NIByIOjViMbJxveZJfLJbU/LH7S9e0K709+8pMwmUz44he/KHLrTL4TslBfQtWocD/GXAA/Z0TCyb5QzYxKYCDOXahdwW4kB3UZ1cs3UqCNwwi9Gc+l0HfA65PqP6wxMm73Wn/vZqiMnxmPt9D31xp8Rjg4yX7kIx/B/v37BTo1m804e/Ysstks2traUFpaip6eHsRiMZw5c0ZyFAsLCzuMokrHNplMqKiogN1uFxoyjQdptlyOEC+PR6Uiq/eN6xsNLX+T9eV0OgVRWFtbQ39/P5aWloSJxWidzzoZlpQ84bvCXjiE2vheEX4mTVjXdfT19aG6uhpOpxM+n0/ov4w42PKdxBcqIDgcDrjdbiwtLe3omVJdXY3u7m45zkAgAJPJJGyueDwOi8UCj8eD0dFRaJqG1tZWybmQ6UYIjJHfzMyMRCRsGLa0tCR1PZSW4Xw5OzuLI0eOQNd1UUsgKYqpiHg8Dp/PJ3IzJF7Q8WPLk+taKqaxsVH/hV/4BSwtLSGfz2Pfvn2YnZ2Fruu46aabMDIygkwmg9raWkSjUTz//POw2+1SIEXGWTgchsfjQS6Xw+joKPbs2YM77rgDL7/8Mr74xS/id3/3dzE1NSWhXyKREG73Lbfcgq997WvSThm4GspvbGzA4XCgqqpKel1QDuN73/seQqEQysvLEQ6H8cQTT0gxld1uR1dXF3p6ejA9PS3ieJSPAXZqdnHiNTJf1EmL2LnP54PNZkN1dbVU2Lrdbtx77704duwYvvGNb2B0dBSpVEpYLWq+RE2CFvL8jUZIPT51GGE3FSZTE6qF2GnGc1MNGydMI1xoNAQqrFfoHPjbGFkZ92GE2gpFkoWGMX9jzKeo51bIAKqsP/WYd4tkCkXD6jbVZLh6LsZIlRE/J0N1XXXyVwej4srKytflXBiRcH3Cqeq9UWX2mXzndln1z+iG14fsM06CTqdTnFA25WOu0WS6KtfPY+CzT+XktbU1OJ1O6eNit9tRVlaGXC6H+vp6zM7Oorq6WvI509PT8Pv9wiwjRDU6OoqioiLJt9DwZDKZHVEX5VwcDoe8p5TJoSFmpOL1ekWGh+rKvB48VjptnJMYcTEpz3eQ3TLtdru0W7bZbFLbxzYDmqZhaWkJ6+vrUulPvbSysjJpvUDYMJ1Oi+FxOp0IBAJYWFjAl7/85esXIgO2q9edTifa29sxOjoq8gavvvqqyGbruo6vfOUrmJycRG9vLxoaGuBwOGC32xGJRNDQ0ACz2YzR0VF4vV7ceuut+Na3voUzZ87gnnvuwfDwMNLpNGZnZ8VC84Ho7e0V/R6+3GwSxMSb2WwWETiLxSICmtTz+fu//3tReyUlmkVNNAzAVabMbjCQ0cCok83GxgbS6bTg6WrDpc3NTTz99NNIp9O46667pJaIdEVgZw6g0GRYaKj0VTXqMXrNlO5Q8Xieozp5qZMol9sNKuRQPzdCS7w2xmMuZLzU8zF6yer1Vo+l0HLqKBSdFPq/UGRoHOzdstv21DyGcezGzlMH903mlVqTpTo7RoPHSZxsMeOP8Vqo9VXq/ecESGiVjo/asVKFZplP4TvEyILwEkkr6nkz2t7Y2IDH45H7SRXiSCQiPVJIyzWZTOjp6RH2KIUgU6kUxsfHJRph+2Gv1yvwERsgkpBAg0vF5VAoJMemRh7M6aj3pKSkRKTzi4uL0dLSInJWc3Nz0uGXBAdC5hUVFRgbGwOwzQijonIqlYLNZpM2Dh6PB9PT0wiHw1K7pyqGWCwWVFZWylxDaRm/3490Oo319XUEg0EAV7vQXpOSfz1EMJFIRP/c5z6HsbExjI6OwuVyoaGhQQocI5EINE3D1NQUstksfuqnfgpOp1PogocOHYLH48Hp06exubmJt7zlLYhGo/jkJz+Jjo4ORCIRPPPMMzhy5Ih4OPPz89i/fz/OnTsnIS6F/KLRKCwWC/x+P2ZnZ6WYiXx3cuw3NzdRXV2N4uJinDp1ChsbG/D7/VhYWMDevXsxNjaGrq4uaUU7ODgo+Kl6c+iVcHJRowB1YlS9U5PJJNpJDocDjY2NgpHa7Xb81m/9FoLBIM6cOYMzZ85geHgY6+vrsj9j9GKEodSkP2EtIxFAPUZ1O8DVyEb9zX0a6y64DXXCMRoO9ToYPeNC8NJuhsdosP+1sNi1IDF1HxxGKMi4vCqIqK67G1y22/4KRUnG5dRld/t8N6NnsVjkPSQsRkOgRhqq5248VmPeRX2O+J2mbVOcWcDMttrFxcWSEL98+bKQWVRYjZNkPp8XHS1WzicSCdTV1Yn3zRyS3+9HPp9HKpVCVVWVTKTj4+MYGRnBnj17cOjQIemNwuhA13VRqnY6nSKU63a7pT/M3NycRDbBYBBzc3NIpVJyrlRSZi2N3W4XLTDqr9FZ9vl8aGxsRGdnJ0wmE/bv3494PI6hoSGp7t+3b5840IT5qOVHoUtgm2VGSS12JI3H47DZbHC73bh8+bIouq+srAgrTdM0MYJUAGBh+V//9V9fvxFMPp9HWVkZzpw5g56eHtx0000oKyvD7OwsqqqqUFxcjJmZGZhMJtx0001IJpM4efIk5ubmcPDgQakLYWOyra0tfPGLX0RHRwc6OjqQTqdx6NAhqVPp7u7G4uIiFhcXMTo6CofDgbKyMmxtbSESiUglLzu3bW5uSrMhh8MhUvx8GKn343a7MTc3h7vvvhu6vk1Pjkaj0v7ZZDJJ8yZ6aPn81WZJZJOosh0cnJxVLj8lajKZDBYWFuS4c7kcvvOd72BmZgZHjx7FXXfdJfIdqjilOskYIwN+pkYq6uTC73n/VG9V/a3WtXBbai2OcV/quoW2x78LTYQ/yFj8oMl3t2E0SsYJvdB36rocRthJvceqkS4E+e0WwfG7Qkaj0PkVOrZCxoXHxqjF5/OJd67eE0JrNAQ0PCpLkhCY8Zmm56sKVlKfi7RdviN85hcXF4VpRYeECtAkwmiahtLSUqRSKWFeud1uIQlwUmUOhJNoRUWFEHcIr4XDYYlqEokElpaWpK3wxsYGAoGAGDUWLyaTSXkfLRYLHA6H1IqYzWYEg0Hs2bNH0I7V1VXkcjlJ7APbUcjg4KC0sqbILa/9/Pw8xsfH0dbWhkAggMrKSuTzeaTT6R2RKYtWKyoqYDab5T6S7cbKfOaqxsbGpPUAqc7T09MCwZMmzuiuoqLimu/RdRHBNDc367W1tbjvvvsEU3ziiSfwwQ9+ECdPnsT6+jpaWlrQ0tKCy5cvI5lMIpFI4J577kEsFsPExARqamoQDocxNjYmkBixS6/XC6vVipdffhlLS0vYv38/VldX8fzzz+ODH/wgAEjSX9M0LC8vI5/P4+abb8bLL78sEQk9JHphiUQCxcXFUvhZX1+P8vJy/NEf/RE2NzfxMz/zM9Jw6MKFC7hw4YI8UBS/oz4ZIwR6gsY6EGCn96pGGpwAwuEwIpGIbL+4uBi/8Au/ID0r/uZv/kY005h8N+ZGjDkZThSFwmA1ojAup0Y2jI6Yj+Hy6nI0QNyncbLmdtRrsttkrk78u9GVjedxrZfE6Ikb8zZGg1Moj7JbtGOkfhvfx90ilR/m+AtFddeC89TjI/bvcrlQWloqcKfqpJARxoJCI2yqRi4ApCUA90XjEwwGkUgkBG5TG5+R1s9+T+vr64jH4zuki1jIzDoXJudZ3+F0OoUAoEY6DodDih41bVvFva+vD7q+3ZSrsbER+/btw/nz57GysoLq6mpMTk7K8fp8PgQCASSTSWnWlc1moWmaOHvsxcN8DSWddF0XxRBW88/PzyOXywnrjArZNDypVAqtra0YHBzEysoKjh49isuXL4uhm5ycFAiNOd/KykqEw2FJM6gGjAxYtj1OJBKivsDIh0XcDocDKysrAuvNzMzA4XDAarUin8/j85///PWb5Hc6nfp73/tewSzf/va3Ix6P4+LFi6ivr0dbW5v0W1lYWMAtt9yCYDCIp556CuFwGLW1tSJ7kM/nEQgEpGtcR0cHJiYmMDg4iOPHj2N5eRn/8A//gOLiYjz44IPS/ZJy5PPz86iqqkJVVRW+/e1vC3YZiUSQTCalvoZKypcvX4bf74fH45GHy+12I5VK4ZZbbkFPTw9SqRT6+vowMjIizc5mZ2eRyWQEKiM0pLK1OHaDR9SJpbi4WPTWWltbkc/nsbS0JPDGxz/+cbjdbnR3d+Oxxx5DPB4XlhmZa+r+jIWY/IxsNHWohoTDmLhWE/58eFWPlsvTKKhwnREq3G2CVaE29TiMHrdx7Pa5cR/AzjwHo67dDMm1xm5Rzr9mfe7buC1eA/X7QtGwkUXHCchisYhMOz19bof5FtWbVmEx9XxohLgfNRdYVLQtjx+NRjE2Nrajvw2bAWazWaytrWF6ehqxWEy8ZuP5ks1Go8WaDTLEyLSiTL5aaGo2m1FXVwer1YqZmRnMzc1Joj8UCgnVmcSA2tpaXL58WaDx0dFRBINBSc57vV5hlrHcobe3F1arVXTP2BWSeVSywIiaEJpnO2Wei9vtllYlAKTHjdlsxuzsLMrKykRhnggLI6FgMCjEBl4jzmHl5eU4e/YsQqGQvMekKasqEOyrE4/HcfjwYaRSKcRiMezduxef+MQnrl+IjJ4Ei5IGBwcxMjKCffv2obW1Fel0Gm63GyMjI9i7d6+oGzscDjQ1NcHtdssLU1VVJX0cAoEATpw4geeffx4VFRW4fPky/vEf/xFOpxP33nuv4MTBYFD45bfccgv8fj86OztRWlqKo0ePioZYJBJBU1OTQF1TU1OoqalBMBiUCdJms2F6eho2m010lACIWqvaLx2AeIGcVDlJ0VvcLSFthGfo6S0vLyORSKC8vByNjY1CWfzOd76DfD6Pjo4OtLW1iYyEqv/EoU6gRmjLOKkVgsLUUci7ViVlCkUD3G4hqMwIs6jfGf82nk8hCOhahkv9jJOlEfIyss1UKu9u29ztPPi58doWggkLwXaF2GPqUKNB9Ts1GqGUCZUijDAmj1n1htV9cpIvdL84eRFO5ntstVrR0tKCd7zjHdKIL5lMigMUi8WwtraGdDr9uueC94TSSxw0RGqnRqr/2mw2WK1WlJWVobq6WqC16elpJJNJRCKRHV09/X6/rE+FELfbDZNpu90HyT6hUEgS/IS5Ce1zzmBuiNciFArJ906nE/l8Xgol/X6/NIrb2toSgtH+/fulZIJGhbL/NpsN6XRaILGhoSEEg0GUlpaKlhmNC5lnCwsLot7OAm3qpJHUwZqgzc1NlJWVQdd1iTrn5uYKPuPAdRLB+P1+/f3vf79I4VMxtKamZkd3tWPHjmF6ehpPPvkk3G43fvZnfxZTU1M7vG8yqwBgcnJSehqcOnUKc3NzePvb3y5eOBljyWQS1dXVePbZZ7Fv3z7MzMwgGAzCarVibGwMBw8ehMPhwMMPPyyVy5WVlZiamhJvi8k9NmNyOBzo6elBb28vfD4fVlZWMDk5ibm5OfT29iIUCol4JVk0bJmqJrvVSf0HQTVcLhwO46d+6qfwpje9CY888gji8bhguYcPH8YDDzyAixcv4sKFC7h06ZIkmVl/o7KIyAZSj4X5JGPEQkOlyvlzcHt8gI1Rm7o8JwzjJKXChuokY5zoVbhN3YZx/GtgMXUd1fvn96o4p3rMXMd43IUMRKFljPeYn3Ny3y1CU9dRiRo8Fm5XVeRWoxcSTlQqMn8zWmAkYDxODu5XVfSl8VGv1Z/8yZ9ga2sLf/qnfwqz2SzdF9fW1iQPoeZc1PMi/ZZ/E4YjDZuUX7vdLlAW62Le8pa3oLe3F5OTkyLsyNwI87o8zr1792JychLV1dXweDwYGhqSSdbpdELTNPj9fjGQq6urolrNIsaxsTG0t7cDACYmJhCJRDAxMYGNjY0d8N76+roIYG5sbKCyslLkWqhxRqaZGolNT09D13W0tbVhfX0dc3NzYhDYljmf35bFmZqaEjhsY2NDetiQQRaLxcRo53I5SfhXVVXB6XRidHRUqNXT09P4zne+c/1CZJFIRP+93/s9aUdKscqtrS2RwY5EInjqqafgcDhw7733wmQy4cKFC3C5XCgqKsLCwgKi0SjS6TQGBgaknfLly5fFCFRVVYnMP8PaQCAAj8eDsbEx6dK2srICq9WK5eVllJeXIxAI4A/+4A9w9913A9hmRNXX1yOf31YgWFlZQTqdhsPhEHguFAohnU4jFApJruYv/uIvBAfOZrPSaoDsLuBq0WWhhDC/59itXkHXdfj9fpSUlKC6ulqSc5S0qK2txa//+q+jpKQEL7zwgvQMoaGhsTAyw4z02t0KJlW2WaFtGX+MdMfdDIwx4jBej0LXSjXOhSjSKpRXyHjtNoxR3m5RkGqQ1HNRqdnqxGk0Cpqmvc6gq8dZKOkPXJVfUffN7akGhlRgyrAYPXA1SrFarVIVT+OkHisHjZXJZBIvmYn+0tJSqXhXG/CVlpbumJz7+voEEmMH2EKRKvuu8HuyPOlkOp1OyWlSDoUSU5lMBuPj49JDpbGxUSi5r776KoBtg0qK9NGjR5HL5TA+Po6SkhIsLi7C5/Nhc3NTisSj0Sji8bgk8HmNKXnPpl6JRAKbm5vw+XzY2tpCPB4XdhcAKQyNRqPSooORVigUknq8uro6TE1NCWvM5/OhqKhIGF41NTVSPDo/Py/w9JEjRzAzMyP5LV3XEYlEsLCwICw8q9UqeR2iHcD2O0y4k9Tmr3zlK9cvRFZcXCxtSYPBoHSV1DQNLS0tqK6uxuzsLKLRKBoaGpBKpTAyMiJJbbPZLM14qMnDSlZW6TY0NEgVK5N8JSUlAr1Fo1GUlZXBZrOhs7MTIyMjErb+9V//Ne677z4JbZuammRfsVgMZrMZ1dXVaGxsRCgUQjAYlBqa1157DblcDsPDw2hqakJtbS1cLhdmZmZk8lMhI+MkqsItxhfM+NKp69BwUYmVkEdRURFmZ2fx1FNPIR6P47bbbsNb3/pWYdlwqAZhN7hKfeDUCZKTCYeaIFbXN2L46lAn7EKTt2p8VFKAMRK61lCP+V9jXIyTtHqcxu3x/IzHshv0yb9VA6N6/YXWuRa0pybkjdvnc2ez2SQHQoaj8X6S4aW2ZOB2C10zY6THSIPPIfcDYEePpI2NDSwtLQmkTKOjbrfQfthPhdRmp9MpTiBrS8goY1+nqakpiewpDBqLxfDaa68J3FZUVIRgMIjKykoEAgG0tbWhpqYGU1NTwjgjocbv90s7YQBoampCSUkJHA6H5F11fVvqXtd10WxbX1+H1+vF0tISNjY2MDY2Jo4wG4mFw2G4XC4EAgGEQiFkMhlJBzD/SuSHHTLr6+tF1JIGhGoECwsLkiei0SXDjBFjIpEQTTLK89Cw0YjZ7XZEo9HX3X+5P9dDBBMOh/U//MM/FEqcw+GA2WxGa2srZmdnkUwm5QGKxWLyYDudTpFysVgsSCQSUtxIIbZoNIqNjQ0sLi4Klkr8koWWbrcb1dXVOHXqFCYnJ3HffffBarWiu7sbKysrmJubQ3V1NTo6OhAOh9Hb24tUKoXJyUns27cPdrsd//zP/4zq6mpRsaX0wszMjBi9kydPwuv1Ynx8HAMDA6KwbDabpd8CAGF4kWFknGD5kvHFVCd4Dk5wpEr6fD7U19cLZ5/UzXe/+93o6OiA1WrF3//936O3t1e8Kx4L6ZxqNKBGL4WS/nzxCykGqAl+4uxGCR0VDisUuRihMHUUMljG9dT/jddMHVxWhaK4XiEihnFfhYyLcV31uNXPC9G5VfKFETpTHQH1by7HfAXzEGoNi2oo6GjQk+VyrLRnRMWoStW8I16vOg+atg3bspaCrC2eCyfotbU1jI+PY3p6WnooqYZfvW7MB3Df7ENP5WQ1Ub2+vi6aYDfffDOWl5cxMjIitSrHjh1DV1cXqqqqcPnyZZSWlqK4uBhlZWUYGBjAhz70IYTDYTz33HP4pV/6JVy4cAEvv/yyMC9TqRSi0aioqZeUlEjOgo4yCyfZowfYfg8qKiowOzuLVCol99zn8wnyQcFKdttcXV2Ve0akhUK8mUwG4XBYliHTbW5uDl6vF8FgENXV1Zibm8P4+Li0T/Z4PKKMrDqNzEFRHNTv92NiYgLl5eWYmpqSe+L1evGlL33p+o1gmG8hI6ukpAR79uzB5OSk6JCRzhcKhWA2m6WHdmNjo/SSoUgbPQF6LCsrK/D5fNjY2JBEmNrr3mazYX5+HpFIBO9+97uRSqWwtLSElpYWTE1NoaOjA2VlZcjn8+jr60NPTw9mZ2dRUVEhrAqTabuHRU1NDWKxmCTwIpEIIpEIJicncejQIcE9iWs6nc4d1dTA1cI24wSherb0SlRP2Og967ouOSwWYC0uLsJut4sg3re//W384z/+IzRNw4MPPojjx4/LPaGXC+wUsiyUIDYOtSWBcYLlhGU0jEYojmO32g/1uK5lVAqtp/6vRgvGH/UYVENv/J+jkDExRjdqJMJoTy00BHZGHjw/NZrh+kY4zXguxu8IcxEWU40Lowo1nwZAGFDGSZ7HoBZP0lFQr3VNTY0wLJnbYb0KjVU6ncbQ0BAWFxdlYuP1MxpL5lBZVMxjXlxcRCaTQVlZGUKhEHT9qkRMNpvF/v370dfXhzNnzsBqtaKnpwfBYBDLy8uor6/H4OAgwuEwFhYWYLFYpKVwb28vTpw4gbNnz+JjH/sYqqur0draCqfTKbJNqVQK4XBYlDbsdruI6LIcoby8HPPz8wAgemgTExOYnp6WPE0wGEQulxOHMxwOC1zGompK7vP9JGzJWj5N08Rx3trakgT+9PQ0pqam0NXVJXDc1tYWmpubMTc3J00TrVYrUqkU3G639PqhM1teXi5QHI/3WkHKD4xgNE2zAngRQAmAIgD/rOv6pzRN+yqANwFIXln0v+q6fkHbfhL+AsD9ALJXPj93rX3U1dXpP//zPy8Xb//+/XjhhRdw+PBh0dkxmbbF4BKJhDQCMplMOH36NPL5PNrb2+HxeER3h73JL1++jIqKCiwuLqKsrEx0wjRNw8LCAsrKymQyz+VyWFhYQFFRESorK/HII48IhdHj8WB+fh7ZbBazs7Po6OiQkJ/MLWBb8iYcDktoSyy2uLgY3/jGN6Qv98LCgpwPQ9L19fUdkQPvjZrP4IvLv43J7WvlakKhECwWCwKBgBSkUioHAP7f//f/RSAQQCqVwuc//3kJo4mVq1CUMSHPfRjzQsaKfh4n8z3s8a3mYIzkAHV/HMbkNpdVPWoO9bqoBk29ZteCxni9jRFMoc/V79X7U+hY1OJU471Tdbq4DeMzYNR1Uw2AmmNRK+9JOaUDwUmK0bK6DCFV5lxUA6fmdtTfaqSUz+fxoQ99CN/85jclslGlZdgDfmZmBvF4HCsrK5ITMF67Qk4Wi4dpDK1Wq+h56bouFfKBQABbW1sif8/WxKxsZ1Hk1NQUamtrkcvl0NfXB5/PJ87t0NCQwF/Hjx+Hw+HA+Pg4SktLMT4+LrkR5nrUQu2RkRFUVFRgYmIC6+vrUmydzWYxMDCA1tZWWZfV9xMTEzhw4IC0HgmHw+jv70dTUxMmJibg9/vh9XoxMDCA4uJiuFwuufYbGxtSaGqz2URep6amRlSeV1dXkc1mcfjwYfT19SGZTGLv3r2Ynp6WOYiRJdtHU6qHCgper1e66H71q1/9tyX5rxgMh67raU3TigG8BODXAfwygMd1Xf9nw/L3A/hVbBuYmwH8ha7rN19rH9XV1frP/dzP4c1vfjMmJiZw7tw5vP3tb5eoxWQyiUewsLCAoaEhTE5OYn5+HrfccotEO2yc1NDQgOnpaTidTlRUVAiLijmJtbU1uN1ueWA5ec7NzaG1tRV9fX1SbERmG5OF4XAYFRUVuHjxojArLBYLKioqROamublZHiBN227KNDc3h+eeew4rKys4cuSItFJ+7LHHhA2STqeh6zoymQyAq5OoyWQS0T56bzx2wlfGiVPXr9KKOdEQ4mBrVJvNhrq6OmxuborRLSoqwh//8R+LaOhXvvIVqeVRYSxVNVndr5qoVydBng8NCVUL+DDzHDgxqcaKn6kTsZFqy8FrVCh3ZPxejULoBasTtTqpFYIh1XukLms0XMbfahRjPC51AgV2apNxHbL6dH2nuKUxz8Lz4v3nxK/myNR8C/MOhMhUJWz1eqvdMbkdNfLSdR133nknuru7xYFhNKHrV0VXi4uL0d3dLdTflZUV2Z/x3tA4qU4OowD2iGeOgM9XcXEx6uvrBYI+ePAg5ufnxUvP5/MYHByUinUm7BmxraysoL29Hc8995w4k9FoFAcOHEAikUBra6sQdXK5HObn5xGNRpFKpdDQ0ICNjQ1MTEygpKRE3h9Gi5cvX4bFYkFbW5t01tR1HXNzcxI1aJoGi8WC5eVlrK+vo6amBhcvXhTpFrPZjPLy8h0kkFwuB7fbjWw2i+LiYsTjcbS3t8NqtaKrqws33XQTRkdHsbi4iKamJkxNTSGX2268Njo6iqqqKjGcLGglHBcOh6V5GmnPwDbz7R/+4R/+bRCZvj3Y4KH4ys+1rNI7APzdlfVeBeDRNC1yrX3kcjkcP34cZ8+eRTwelz4WU1NTmJmZQTqdxunTp3Hq1Cl0dXWhv78f2WwWzc3NaGxsxNDQENxuN2677TYcOnQIy8vL0pN6enoaq6urOHv2LJ599llks1nU1dXJRdra2oLFYhFvQ9d19Pb2Ynp6Gvv378f8/LzUjJA58fTTT+/Ak8vKymAymYQCySZIhM5YrOR0OrF//36YzWapn4lEIohGo3K8KgTBF5MsGqOnyAlc9c5VCEWNcujZm0wmrK6uSs0MW7HSu9va2sJDDz2EVCoFi8WC9773vXjggQd2eMLGiVQ1BBzGqEH9XGWQFYLQeMzKM/g64/nD5ll4fMbJW52sGb0al6WXr07WhWAndTvq/TF+x9+Fohrj5yo8qRpKFSJVO7uqEz3/5/EbG4JR3JGTOJ8LNdGv6r2pDDO1N5B6jblPs9mM5uZmnD17VpwWoyGksRgbGxNWFZPIPEb1maCho2Fi3RzfjdLSUqytrYnOHxP7zB8lk0lsbGzg8uXLGBgYEMHK0dFRAEBLSwvC4bC8B6yAv/fee8WxczqdCAaDO6D13t5ehMNhxGIxrK+vS6dMHu/S0hIOHz6MbDYrzt3CwoIk9cvLy8WxpHNJwV3CXlR7Ly8vl+6RZHV5PB5BQnK57T4tNptNFJGZOmC3y3w+Lw42xS4Jw62ursLlcmF2dlZQo0AgIMautbVVJK1cLpfAgBsbG69rXrjj2f5BEcyVB8gMoBNAA4Av6Lr+iSsQ2TEA6wCeA/Dbuq6va5r2OIA/0XX9pSvrPgfgE7qunzVs8yMAPgIAoVDo0M/93M9JIZTf70d5eTkuXbqESCSCoaEhLCwsoLW1VSTv/X6/FIVtbGzgjjvuwNLSEp5//nns378f3d3dMJvNuHz5MoaHh/Gud70LqVQK9913H06cOCEJf4pTptNpmM1mvPTSS7jnnnuk6Ilcf0pku91uMR5sl6ppGux2u0iBs40pKbiapgnzwmKxYHh4GLquy8MxOTmJsbExLC4u7ni5KHzHqECl7nIwomGPCq7PH04AhWAju90uFc4ejweVlZXY3NwUtWaz2Yy//Mu/hNfrxebmJr70pS9hcHBQ+tqoXr3aA0QV8VQjHWB78if3nt+rBABGJ9yuGhHxuPm/ei2MBm+3oUaBhXJHhZa/FnymLmOMmmjUC71jRkdCPWYjPKYux3tpjKiM66uTvtFwqfugIaqsrITVakVvb+/rDCmNEJ8pfs93g9dRNU52u10YXapw5Xvf+1587Wtfw+joKNbX16VFR6Hrqd5rPtc8bofDsQPa5jExx0RqfjKZRFtbG7a2tkSN2Gw2w+Px4Pz58ygrK4PX6xVvvbS0FD6fT/qydHZ2Ih6PIxKJ4Nd+7ddQXl4uShiMmiieGY/HkUwmpUnhsWPHpPfOxsaGGLr19XX4/X4EAgHMz89L+2QeM7AdJbJepbGxUTr8EoWpra3F0tIStra2pDRC0zQR7tU0DfF4HIcOHUJvb6/kT+LxuDwXVGVWa2souul0OqWtdFVVlRjOYDAIs9mMWCyG+fl5cTi++c1v/vvrYDRN8wD4DrYhsCUAcwAsAP4GwLCu65/+YQ2MOnw+n/6pT31KaIVra2vSXAyAiKv19PQgn8/jzjvvxPLyMoqKilBWViYClvF4HHV1dThx4gRuv/12aJqGp556ChsbG7DZbGJkWINCnZ3V1VWMjo7ijjvugM/nk4pen8+HsrIy6R3Dl8hut0vrZnLgPR4PksmkyH/Pzs5iZmYGLS0tmJubQ1VVlYTJExMT8iIWFxdjZGQEnZ2dWFxclPCeN5RwCL0iTo4qxs/PCCXwpVQxeBo744sMQFqgOp1O2Gw2VFVVIZvNSn3O5uYm/vAP/xC1tbUoLi7G008/jYcffnhHUasKiRWqe+HnfMFUOEz9bfxcfT6NkZD62xjVFILH1ONUYTBeR+M+Cq1X6H91AlThMG7XaHiMEYkaadKAqBIrRhKD0YCqUZcazQA7DQlhLibzi4qK4PP5pPOq8TrSqKiGWIXZ1IharZ3h5MWeJrq+rZYxPj4uQpEk4nB9o0NkdCRUAxMKhYQeTFIQPXD2W6Hjt7m5icXFRTQ3N0szLsJZpEBHIhGZPIuLi2WC/cpXvoJIJIKDBw9KvYnP58Po6CjsdjuampoQCASkA6/ZbEY8HpdrVV5ejj179uDUqVMAgMXFRRHPzOfzWF1dRW1tLWZmZgBgh1NGpQBGekQXSFUmrEjZKkZvfr9f7lldXR26urqESbqwsIC6ujpkMhmhRzMfAwCJRAK33norxsbGkEwmkU6n0dDQIKrLlKZJJBLIZDJi4I4ePYo/+IM/+PezyHRdTwB4HsB9uq7PXoHB1gF8BcCRK4tNA6hUVote+WzXUVxcLNo2ExMT0DQNoVBI8gajo6MiGHfbbbchHo+L7HVFRQVWVlZw5swZuFwuPPnkk3jHO96BPXv2oKurC+fPn5e+9WScMJfCHAn3Rz0x0vtKSkoQj8eF1swK4/LyctHxURWWmRScmZnB1NQUfvqnf1rCWqrFWq1Wqfqn98QbTaZGJpOREFeFnlTsG7g6udL7UA0IYRRODkbDw7/z+TwSiYQk/VKpFGZnZ8XYcL+f/vSnMTk5iVwuh3vuuQfve9/7cPDgQXmY1cmXk48aldAIqsdtrFcpZFTUocJzhbz+QjkMdX/qUI0BDYIxWlC/N07yxm2q0J16jIxiVONi3K+6D+PnqqHhtVWPwQiF8X/+sPf87bffjtLSUjQ2NqK4uBihUAhut1sK69Try3tuNC48T/XaE1pjfQuT1cyZAkBFRQUAYGRkBMC22gaTw7zvxutW6NrS8FL9l7mVTCaDUCgk+RNKyzCqocoxsO0gEnYvKipCRUWFlEWQkhuLxfC3f/u3knclW5T7oEEbGxuTVgCsuystLZUJOZVKCfScSCQQi8XkPd/a2kJ5eTlmZ2fF0PMdbW5uRi6XQywWk4r50tJSLC8vC2TGa2Q2m0XlgHBbNpsVyS2KeS4tLQl8H4vFxBlX13U6nRgbG5POl+FwGCsrK9D17cr+mpoaSfYz0W+z2bCwsPC690ue0R8UwWiaFgSwqet6QtM0G4DvAfgMgE5d12e17TN9CMCaruu/rWnaAwD+G64m+f8/XdeP7LZ9AKivr9ff//73Y21tDbfddhsGBgbg9/sxPDwskQJ7N8RiMRGtc7lc6OzslAjH4/GgqakJL774IgYGBnD06FEcOXIE+fy2AOYLL7wg+C1F74aHh7F//34EAgHE43ExIE6nE8vLy3Jjl5aWEAgEJHRkcRdF6Y4cOYLZ2Vmk02m0tbXh1KlTKC0tRXl5uYSuCwsLEpU4HA50dnaK+N3Kyor8z0l/ZWVlR6GZCj2pwoHAVZyaLyjhCj5AfHjVyUqFdgAIhkv2G2W+AUgEt76+jne961346Z/+aRQXF2N2dhZdXV342te+hnw+LyrRRsbZ1taWeI+E13hO/E1PXzWqxqhFNQaG5/R1/xvXLcT4UhP+hSY2FeJSDbtqLNUIRd2v0agYj9X4W4Wz1BwMx25UZibquZ66DeP5qZETnwUVBuN3qpFTrxMNl1pxzgZUqvfOZ6C4uBj9/f1C2aU0faHroV63QpEmnSi1wR7zRlTOyGQyUu9BoUc2/UqlUsjnr3Z2pMAtWwoT5j5x4gTKy8thtVqlcDocDsPpdIpwrd/vx6233opTp07hyJEjsFgsePHFFzE8PAy32y2q5pqm7WB9aZqG9fV1mM1mUTQma87j8UinS5/Ph5mZGSE2bWxsoKmpSZzi0tJS5PN5UYGnIWEB5sWLF2GxWHaIiQYCAZw7dw5FRUVoaWlBd3c3br75Zly4cAFFRUXwer3yvvr9fiwvL4tCidfrlSaLmqYhlUohk8lIH6qHH3743xzBRAA8r2naRQBnADyj6/rjAL6hadolAJcABAD80ZXlnwQwAmAIwJcAfOwH7SCXy2FychJvfvObMT8/j7KyMqysrKCsrAypVAolJSUIh8OYmJiQXtUulwuLi4vYv38/GhsbYbfbcdNNN6GpqUm87He/+92CEXd3d2Pfvn0oKytDJLLNOUin0zh27Bj27Nkj+Yv6+nphptBy5/N5aavK/g5ULA0EAmhubpaEZVVVFX7v934P3/3ud6WylsdAOK26uhovvPACBgcHBaZjwowV9Qx/6R0acX5VXqaQZAsjLnWC5ISiGiZ1ciQ0ST2kdDqNxcVFgQ2Abc/2X/7lX/DEE09gYWEBFRUVeOtb34r3vOc9O6ASAK+LbHgd1Emj0ITM81CPsxDEVAhyUmE24zZVxQT1R63jUHMMqjFWvXxj1MHzKrRtDhXu4v9GKE2dzNWoidtXozQje0vN1xiNDBP06rmqsBrvq3GoBk+NsLg9OgJqDlM1RFarFQMDA8hkMpLIV59Vo0E23i9un/1iKGBJ2JUoR2lpKebm5qTmgzI0L774Ivx+v9TGZbNZaVfOIkjK2+dyOVHfyOfzUjvm9XolClleXkZ3dzeamprQ0NCAxcVF5PN5XLx4Ed///vfhcrmkVoUR1PT0NGpqalBaWgqXyyUEgZKSEoyPj0uNSi6Xk7wvi7gBSF1MNBqFyWSSGiGHw4GpqSlEo1GhDM/OzqKtrQ0XL16UXMzU1JQ4jFSFbm9vx9jYGNxut+RR2CJA0zSRmaEwJ/UVmfyn0+tyuTAyMrIDkjWO66KSPxKJ6A8//DBGRkYwPT2NAwcOYHl5GePj46irq8PAwAAsFot4JZOTkzCZTAJNsfEYC60Y0vb29oqcAvvMJBIJkZKpqanB7OwsAMh6VDtOpVLQdV1uaH19PcbGxsRzoDKyz+dDJpPBrbfeigMHDuDo0aP46Ec/KsqnX//615FIJHD33Xdj79692NzcxPDw8A54i6qyZLx1dXVhYWEBJpNJsGZ6+AAEXqAnqOZhOAEw6c6XlDkfdSLmC67WsfCFV6MZ5roCgYC8fCoE8s53vhPveMc7pKbhy1/+sshtMN9CdQBOjiQw8PjU8wPwOuOiGoDdYBQuy9/q3+rkb7wO6nrqPoxGfbdl1OUKRVZq1EXDqR6TGokAV+Ep1cjwRzXaxmU41BfemDsyRkAkOxiFKxnN0KnSdV0EJPP5vNSYqPeNpJitrS309fWJiGsikdhxL4yUc+MwXldKqjByITuMvZXUtuk0NqFQCENDQ6KvFQgERJW4ra0Na2trqKurQ19fn2y/q6sLmUwG0WgU4XAYdXV18Pv9iMfjAp1brVZ84AMfwOnTpwFAanc0bVs0l4aaqiR+v1+agc3NzQm8tri4KJRmi8WCsrIyUQJgO2iv14v5+XmR619cXERjY6PIVPGe+f1+oVRfvHgRGxsbqKurQzqdRiKRkCiGzlM2m0VFRQWKi4tx7tw57N27F729vaisrISmaQgGgxgeHpaC7KqqKszMzAgSwxYDFRUVGBgYQDabxSOPPHL9il02NTXpv/Vbv4VYLIbm5macOHEC9fX1aGpqwpkzZyTX4vP5JDnIyYtGgUqiFLTb2NgQ60xvix7Qnj174HQ6ZdsrKys4dOgQNjY2sLq6iomJCXg8HslBULeM2mYqVbC/vx+PP/44lpaW8Bu/8RsCY2nadsKbLJGlpSU88sgjCIfDePvb3y6T+tLSEjo7O1FVVSUvx8zMDC5fvizUQiZK1YQ6a1LUiU31nDlxc7JRJVs4iaiQFFBY24pKByQBWK1WaQOwtrYmTZPS6TQ+9KEP4dZbb5XC1p6eHvzt3/6tsGs4IVFwj8cF7KziN+ZH1HMywk6q8aGRVSdcoxKBui+jkeAoZDzU68N9qPVI6vJGwgANC3F+tfakkIFhxKIaJWNFP4/D6D2qRkutJQK2+40Yj1W9NrwXRvVjVnzbbDbJMdDxIvzK3GE8HheCCouHC0WcxmvLz5l3JRxot9slqmAO1WKxiHPldDqFTtvW1obHH38c7e3tyOW2OzLGYjEpR3A6nTCbt5uo1dfXI5FISKOtiYkJLCwswOl04tChQyLn39/fj9HRUYRCIbS2tkpb4a2tLWnqRSPLa85OmoyAKNW0traGyclJJJNJlJWVYWpqCm63GwcPHsTLL78sKiB03BidaZomgrm8bvF4XJh/bER27tw5hEIh+Hw+jIyMQNM0qfrntSakRoPZ0dGB4eFhgdxNJtMOXbSjR49ienoamrZNhmI+p6OjA0NDQ8jltnvtPPTQQ9evVMz6+joGBgZQXl6O5557DjfffDMOHTqExcVFUfOkHMPQ0BAcDgdKS0vh9XolEZ5MJqVhDpOMPp9PPLT+/n7hzhcXFyMWi2FlZQXZbBYlJSXyoKRSKWkgRhpkOBwW3JZaQU6nE8888ww++clP4pVXXsHHP/7xHXmQtbU1TE1NoampCTU1NTCbzTh48KAI2NntdvEGjh8/DqfTiYWFBYyPjwucwUpj1uFwsle9biMDyWg8gKuS+2pUoGp9GT1zdfssgGMTJQoCktb8zne+U1ho3/jGN/Bbv/VbGBkZQSAQwPHjx/Hf//t/x4MPPrgD5uHxch9qrkY1GkYv91p5FyMExe9VGIukBzUSUKEnTmrqMur/vD4qTKVCY6oBUOEtbkuF37iualwIPanbACAEES7L42YdDL9T11XvtVo9z0mcUSOvodHJYAsKHqPH44Gu65IAVmtaNjY2hKCjFk0yYlXvoXqfCxli1ovQKST0ZrPZkMvl4PP5hFBAzS9gO3/x7W9/G+FwWHKkJpNJ4G/Wb7CehcZkcHAQXV1dGBoaQjgcxvr6Oj7wgQ8AgKiw87qQ+DM+Po5EIiGwFwuGQ6EQ1tfXRZ4KgLR35nlxO7FYDF6vF3V1deju7hayz+bmplx3k2lbvYRaZDRaW1tbKCsrg91uRyKRQEtLC/L5vMB9fX198s4T/eCP2+1GQ0MDAEgxp9PphMViEQry9PQ0ysrKBBZLJpNIJpNCkHI4HEJYoCOx27guIpjKykr9E5/4BDKZDGpqauDxeHDq1CkMDg7iZ37mZxAOhyVEKy0txfDwMKqqqrC5uYn+/n5pHMTudV1dXfD5fJLgnp2dFXx2amoKkUgE6XRa5Byy2Sza29thNpvFy1Mpj+z3HYlEEAwG8f3vfx9PP/001tbW8NGPflSqhlUhSU3brtXJZDIiWkdBP3qwlMChUVxZWcHGxgYGBgaQSCQQj8cxPj6ObDYLu90uMg4mk0luqlooyKp+4Gr1MycTYwdJ40uvflYICuLfNpsNXq8XoVAId999tygx/8//+T8xPz8vUYrZbEZjYyM+8YlPwOv1Ip/P4/777xcRQyaB6YmqBaPcl3FS59/G5LeaK+H/xmig0LkZz323z43HxbFbjkj1ZtVEugpN8Zx4nIWKMI25FPVzRkJcl9dR3S8Nj7EgzmioOUpLS0VckRD0nXfeie9+97uvg/8YVcfjcVEJ3tzcRDablXvJ86XRMypOqI6QGhGWlJTsgHTZd4R5RbfbLZ57JBKRXiYVFRXS0ZGQbCaTEbINZe3f+c53or+/H6+99hqAbSMQCARgMplw+PBhvOtd78I3v/lNaJomEJKmaZibmxMKNIuraVDJTvP7/VhaWpK5aHZ2FuFwGA0NDaiursYzzzwjor3V1dXo7+9HdXW1FHRTgFfXdYGkVWJCIpFAMBgU4x2NRjE1NSUU5mQyiWw2i+rqaiwtLUmSnrlVkplMJhP27t2LS5cuifApocf19XWEw2EEg0H09PTsiNDoWJ47dw5ra2vweDyYnZ3Fv/zLv1y/EFk4HNY/9rGP4fjx45iamsIjjzwCTdPw9re/XeQm7r//fgwODqKqqgqVlZV4/vnnEYvF8La3vQ1FRUXC/ggEAnC5XKiqqsLw8LAUGF24cEGKHktKSmCz2TAzMyPS1x6PR3onOJ1OmZgpRkmGxpkzZ1BUVAS73S5wEWmTpCv6/X74/X4MDg4K5sk+FVRSdTgcohGUzWYRCoWkJ/fAwICI01Hm5vLlyxI6s39DSUmJPIxsNat6jCp8psJh6ueqkTEaFmCn0VGfFcJlNDhFRUWSYM1ms4jH4zugkzvuuAP33XcfOjs78cQTT2B+fl4MC7BTYbkQVGeExArBgmrEok7eRriskKHhPtSJjgaE3rQx0a8OvoDGAk7VOKrV7MZiSuPfqtPA71QjpcJ9xu/UQeq7aui4fX7PPvH5fB7l5eXw+XwYGBiQ/Bk9bzIBl5eXJanOpC815dTnzRhNGfev3mdGd4w02doX2I5OSOtfX1+XthkAcPz4cZw7dw7l5eWYnJyEx+PB5OSkyC2RBZnL5YQJ9pnPfAbveMc7hHQQCASQTqexZ88eNDQ0IBwO4+mnn8bMzAz27NmDeDyO9fV1HD58GKurq/B6vTCbtzW/LBYLBgYGBD5PpVIoKyuT99zpdGJlZUW2tX//fnR1dcHj8UikQDSFzi3vBbtPko1HqnQikRC2K+nWpBgXFRWJMrLJZBJojuKV7BRaX18v/WCam5ul0DSRSMDv96Oqqgpnz54VR4bwZEVFBfr6+qRPTyAQwPLyMh599NHrFyJjErm7uxsnT56Ex+PBPffcg0uXLqGyshIPPPAA5ufnsWfPHrS1teHv/u7v0N/fj9bWVqkQTiQSaGhokH4NRUVF6OnpQU1NDbxeryS1SkpKBNetqalBOp2GxWKB2+0W6jMtObFnajSNjo4iEAigtrYW5eXlkqSjx0dZ8EAggFgsJr23AQjuSQYLIyhd1wWeq62txdve9jaRGbdarcI9N5lM0q2P4bNaqMZumPRg1QlZfWiNxqfQpKRCFlzfyP5ZWVnB8vIyMpkMFhcXRZFgeHhY1BgowFdUVIQTJ07gC1/4AgKBAA4fPiwio0bPXZ28jdg9P1PhK3XCUiEqwkVG6KzQ9gpFH2otiTHRru5LNWbcr7pNNcrgNVVZaoW2rb4XXEc9Z/VeqrCYuh+uT4NnvMaE5OgceL1e7Nu3D9FoVJwxFbajJlYqlcLCwoIwiugg8Z6pz5/RmKnXW4XK1PvH95nMRcJAJpNJEv0mk0nqe7q6ulBZWYlUKgW73S76WMwZVldXizPo8/lEVJNGg62GA4EAotGoJOyZu4nFYnA4HGhra8PKyooUQDqdTszNzQkDjTVkbrdbWqybzWahTpMcZLVaUVtbi2QyKUY0Ho9L7obHbrPZkM/nUVpaKm08LBaLKB5XV1dLW2OTySRtAerq6jA9PS33fnNzUyJAwnbRaBTz8/OSH6azy5YA7e3tQngwm82iuVhaWore3l6Bxdg+gHNcoXFdRDA1NTX6e97zHmSzWbS2tkrNyP79+6W24tChQ/j+978vRUQtLS3y4I6MjMDlcgnjYmFhARcuXMD73/9+WCwWyb+YzWbBRBlep9PbMmtutxstLS0Arr4kGxsbIpOSyWQwNjYGq9WKuro6aNp2Uy9SItkSgC80+ex8cVZXV6WGh6wcytxQG4kaUfQ0ZmZmMDc3h+XlZYyOjmJ8fBwA5HhUyjLweoonX2YjO4uetHEyL5R4LRS9qPuip8oEMLFxSsKz7TW9NCb4qZrNRCyhQBqEQrkkHo8Kl6meOHMThSZsI1yjnnOhv/+1Q4WPOLlwqLpe6sSrwnjM76nHaYSy1EhHXV6NnAhj0uFQnwMaKZ/PB7fbjaqqKtTU1ODMmTOYmprakZdhbiEejwv0yaI75kZUkcVC11J1YlTDoj5T6rWmA8VlGaGzxqWiokIms1AohIWFBYGZmpqacPr0aXEG2ZO+ubkZg4ODcsylpaWiv+f1ejE3N4f3vOc9ePLJJ+HxeHDo0CHMzc2JcdA0DceOHRNGFvNhhKHGx8d3MDXZp8ZisUi0l8/nJUJvaGiAw+EQGvTw8LAcc2VlJcxmMxYXF+F0OuHxeKQ0g3BYLBZDWVmZ0IzZjHFraws+n09Ef9lGmrkhtmZubm6WCM/j8aCtrQ0DAwPI5/OIxWK4//77cebMGSwtLcn9y+Vy0jPm7Nmz2NjYwJEjR5DL5TA4OIi6ujr8+Z//+fUbwTBJ397ejoqKCiQSCdTU1MBut8vETYmJ6upqtLe3S61Id3c3VldXpT1xKBTCzMwMGhsbkc/n0dnZifn5eWGSxGIxofiptSTs7AZgh+wCl83lctK1EthOADKJtrS0JN4FoYJkMolEIiF0XnorxKjZ/wGA9L+hBhIF5tjClcdG/SKuQyluIyymRi7GPEtxcfHrGFvq90ZjYpzkjNvl92SlsLKa12J0dBSpVEqEAh0OB4qKipBKpfDCCy8gmUyiqakJTU1NcLvdAhOokYIxka5O0MY8hjGiMMJm6vrGCM+4rJrgN0YQHLwORpq1mkAvdC50Yvi/GgGpSXn1PhjPvVB9DO8rf5tM23Uw9OipP9fQ0ACr1Yrnn38eIyMjIltUXFwMq9WKpaUlLCwsYHFxEbFYTOCkXC4nNFnj82W83j/sYCJdJazQCSI8xpoXi8WCqakpaSXR09ODiooK9PT0IBKJSLEitdC6u7tFp48Ct8zJ2O127Nu3Dw8//DDsdjve+ta3SnsNVuofP35c+tM3NjYK61TTtmnJLC5Np9MwmUzIZDJIJpNYXl6WiZ+6foTFenp6xDGlZAudUuZ92ZiQOeBQKCTV9RaLRTr5El3I5/PC/GJ0xl40g4OD8jyygJtOCfOjLJq8fPky5ufnJWJkXqiurg6Tk5OiKlBUVIRLly6JMv1u47qIYMrKyvQ/+7M/k5CNle1WqxX19fVYX19HLBaTCZjeQG9vr2h9se9DKpVCY2Mj4vG4EAN8Pp94XjabDd3d3VLNz+r6+++/X2i30WgUVqsVs7OzUlPidDoFiuI1Y5+MQCCAxcVFmSSmpqZQV1eHfH67QZnVasXa2ppQm0tKSrC8vCzMmIWFBezZs0ce2vLycqyursJiseDMmTNIJBKYn5/HhQsXhJSQyWTEOKoYNg0fyQDA1YlGTfLv5kVeKxdTaBi/5/oUI1SZKmbztoIBBUbX19clScp1yY6Zm5vD2tqawI/GfAwHJ2k1glENESdw7oNevnq83D5hiUJtenntjBGgejyMKq51vVRjpUJoha6/MWfDKMUIQ6kRH+mmmnZVzeG2226TAt5sNosnn3zydcw4TdNEK490Y7XOhXkWY1Rc6N7wOqlGRr3OahRKY0K5JJPJJPkGkhMikYjQlNm1sba2FqOjoygq2tbqope9traGPXv2AACGh4dx8803S48nIghU4zh8+DCefvppHDx4ENFoVKBeUplvueUWmS/y+bxcG3ampKoAJ24AqK2tFaPsdDpF6JLsN1J9AWB+fh5TU1NSb1JeXi7Gy2KxSCEoGYNut1tatJeVlUluhYiBWnNEYhDnCBoL3gu32436+nqcOnVK5o6mpib09fUJ6475twMHDiCZTKKrq0siX0Y9zF/tJtd/XRiYmpoa/Td/8zfFqvLhIq0wnU6jpaUFqVRKhCDZz6GoqAhLS0sIBoOIRqPyPQsoI5GIvJjxeBybm5twuVxYXV2VhJfH45G+EZFIBNPT0+LxUCiTjcLoYRMX1jRNVEkzmQxMJpNI2Kyvr6OqqgqXLl1Ca2urTGLFxcXCBlldXcXIyAgOHjwo3fQouU0qYHd3N6xWK1599VW4XC689NJL2NjYEIkJRlJM6BKzBXa+2MBVY0O8u9DkUCj5b4yKChkiNZGsLsO8F6U56AGZTCbU1NRA07ZzOoQy+GM2m1FbWwuHw4Hl5eUd8CYnMXrwxr4phG54XuoxchSCoNTzUidRFQ4qlGBXIT3jNo2DkQeHWndSiICgbsMICXJCJjvR6/Xi9ttvR2VlJUpKSvDSSy+hq6tLqPusiOe7xhzK2toaYrHYDnYfPXleu92GGh0zKa1CgoWWNbLdeO5ELaLRKJaXl9HQ0CCF0ezREgqFcPHiRfj9flEgZ5K9qqpKnr3GxkbMzc1hYWFBkuKUcLl48SLsdjtuvvlmVFdX4/Lly1JbRyeI2mZs2U5FdOZDCRMSCmN1P+/F8vKydIXkOWezWcRiMYRCIUmcl5SUSA6Fg7RjTdsuNM3lcpiYmBAnVde3u9VWVlZiaGhI3i0WczY3N2NpaUn6YtF5XVhYQDgcRmtrK4aHhzE5OYn9+/cDAKanp2E2m5HJZIQC39bWhqmpKUEnDh48iLm5OcTjcenY+/LLL+PZZ58taGB2r/H/TxwqSyKdTsvFIozF/9mUx263i2IxPUCLxYKVlRWMjY1ha2sLi4uLOHJkWwJtcXFRLhgZYkys+3w+1NbWYnp6GocOHUIymcTExIQ0H3I6nXC5XOIFmc1mDA0NwWazIRKJYGlpSRRJmX9gIVVVVRVGR0fFw2adjclkQm1trTRBYwEXC5o44dL4HT16FAMDAzh48CAmJiYQCoUwNzcnx7O5uSnXgdeShZjGyAXY2bBKhYhUaMU4MaiTNEeh6KVQpMHmbblcTogNhGzi8Tj+63/9r7BarfjqV7+KhYUFgQ3y+bwIJIZCIdx+++2YmpqC2WzG/Pw8zGYzOjo6kM/npYcPqdlGBhajCyMzjMdZCGLkuqohYQSkTqKq8S50PdWhRg48DvV6qjkVLs/tqTkX1kPlcjlUVlbC5/Oho6MDbrcbuq7jxIkTGBsbE6fHbrfDZDJJ3xHCwOyourW1JawxOi9qMzl1GJ0NXkvj86BGOur1VK8rnQReVyokJxIJ6TMPAJcuXRLoiLqAsVhMmqMxeb62tobBwUG89a1vRS6Xg8vlkuQ6cy579+7F2NgYGhsbYTKZ0NfXJxHi6OgoDhw4gGAwiH379sFsNuPFF18UMhAdAzYZ4/2k1EoikUBdXR3Gx8dhs9lE+XlxcVFaJlOQs7q6Wtq18311uVzweDzyrC4vL6O1tVVkXggx8z5OT0/D4XBgY2MDLpcLdrsdm5ubGBoaEhKG3+8XKK20tBQ1NTWScmB9UH9/P+bn51FdXY3NzU0UFxdLjeD09DQymQyqq6uFzEOJmjNnzuxoTGcc10UEE41G9V/5lV+RRDwnILPZjKNHj2JpaQkXLlyA0+lEKBTC1NQUysvLsbm5iYGBAdx8882Yn5+Xh5l46crKCi5duoTy8nK43W4pFGISk1489c3oDREWYIKf3t/W1paIagJ4HbzD7pbsa0OmGLerNjaj0STkB0DWGxoaEpiis7MTdXV1sNlsOH36tGCjNFSTk5MoKiqSYkiT6Sq7jPRtdcJUJwy1Et3IMOMwwkmFPFJ1EjZCN4XyQEVFRcK9d7lcErJTzJBQFaMxUmEpFErad21tLT74wQ/irrvugsfjEWN68eJFnD59GrOzs7h06ZJcL03TxBirhqjQOatGpJChUJdVvXE16uFvTsBqXojfqXkL4CqtmMaEhBBN04SZ197ejqamJphM28zFqakpTE5O4ty5q53J1ZeezzPleSjXToiX39PoqBFooXPbLdIq9FwYHRJjDovPA5clBbmqqgpzc3Noa2uTRHhJSYn0dOGxer1eRKNRaJqGwcFBaJqGe+65R1qW9/T0oL6+HlarVWpAWEfHdz2ZTGJzcxNlZWUoKSlBe3u7NCPzer0AIIwx9b7yOjDKofCtw+EQCRhd3yYTWK1WDA8Pw+/3I5vNoqysTOrySOUncmO324XoE4vFUF9fL4oDNpsNJSUl8k4w3+l2u0XU02QyYWRkBEtLS2hra8Pg4KBAi8ylmEzbKiINDQ3o7u4WJhmPnWUbnZ2d0LRtrcS6ujpcvHgRLpcL1dXV2NjYEL23733ve9cvRFZRUaF//OMflwSjpmnweDyCSfb19aGxsRGdnZ2orKyE1+uVokZKTg8PDwtDhjDX5uameDsMLQHIQwFAkuq8+bzJ5eXlEg3Ru2E4S4YOoRpWHs/Pz8Pn8yGZTMJms8m2iGezGVkymcSBAwcAQEQ96WVTSYDex9jYmEi1BAIBvPLKKyJGl8lkMDg4iImJCXnQaCw4eei6LpMpvZhCMBCvC1AY1lAnC6Px+GHyOUZDoxojwoq898xT8VzIUCNsw3wAcBUOY9LbYrHg4MGDuO+++4SCyXvPXkCTk5OYmprC8vIyJiYmRN6EHh23C0BycDwHXi9ONkaDYfyt5lnURD5wtd00n0sKJZaVlaGyshJ+v1/6t+u6Lon3zs5OmRSBq31EeGxsjsfcCZdV4S+yJNWcotGZ4DBCp4WWMT43xmdFXd+YT9I0TTT50uk06uvrpYHX4uIiKioqJIGt67ooKFPNY2FhAaurqzh06NAOJ5UQVy6XQ0dHB77+9a8jHA6jvr4epaWlmJ6eFuqz0+mUvvWEpS0WixBtJiYmUF5eLhCY1+sViJqySZwT/H6/XANK5C8sLKCxsRFjY2OIRCJCnKCzOTs7i0AgIM7swsICtra2UF1dLe8wYXuTyYTl5WWUlZUJpM46HwqPEn5jroSkocXFRSmnCIfDmJ6elrwP4Waz2Yz9+/djcHAQk5OTCAaDKC8vF5Vpj8eDUCiE8fFxTE5Owmaz4amnnrp+ITJ6bZSz9ng8ouHzyiuvyENDBkhxcTE6Ozvxpje9SRLeCwsLuOmmm1BbW4vnn39e8iSkOlJBGYDQBqPRqFTQE+ZaXV0VuQmGgnxRiaW63W5ptkNaNHvBENIj44bqAJzgdF0XpWYmvylzw5CfeR9ORmfOnMEHPvABbGxsYO/evTh37hycTqe0UWWrZ0ZnACTkZsJONSRqhKEO42c8xkKeqHEZrm/cnnrN1QnKaNgo6kkiACEtJlRJomD0ozKPVBrwxsYGXn75ZXR1dcHhcGDPnj0oKytDa2sr/H4/tra20N7ejkOHDklEmk6nMT09jeHhYaTTaZnM1EJY/s8XUe2XwgmAx6DWvKi5EkIs7PXDIlVGJsFgUHB3Ohhzc3M4f/68KDvwPtNA01jwGChbQgiYMKy6HCvuC91DDtUB4DK8h0baNb/fzUHhZ7z/dNbUei56zi6XC/F4HLW1tbI8dQa5DR4Xq9RzuRz27NkjdF6yFG02m/RPIcQUiUSkIp51Hz6fD+Xl5RJ1zM3Nwev1CumAle9koObzeZHLYbI/GAxiZmYGkUgEdrsdk5OTkhtdWVlBMBiUtiNEFgDIb4pcUu6FDinh/IqKCgwPD8v5s3ma2+1GNpsVdmgmk0Emk4HX65W6pcrKSjFeudx2s7Wbb75ZWGZUTmaUHQwGEY/HReafvbMCgQDcbjei0ShmZmYkJ876mkLjuohgKisr9V/5lV+RJJzZbBZhuPr6eoyMjEgSb3JyEs3NzWL1qRL6nve8B52dnTh9+jRcLpcoq25ubqKxsVESbryJ1BFKJBLSGIiS9Hw5iYUzgmB1bjKZxPj4OPbv34+lpSWYTNt8c4/HIy84Pe1AICCRFL3Tl156CXa7HdFoFOXl5cjlchJx2Ww2uaFks/AlKy0tRSqVwtzcHObm5rC4uIhAIIDBwUF0d3djZWUFKysrohqrerVG6Iqf8UcdzNFwqHmcQsbph/FudxvclhGiY1RitVplUuYkzWNQKb1cTiUu8G9GDFarVSYEXd8mXLS0tMDj8SASiSAajcJiscDlcu1g/NGQ0ItktMkXmh44IU4AItgIXNW0IhPJbrfLy51IJDA5OSnq4azM5jkwd8UJnbkZFtGpopI8N8K6NFQqLZ/303hf1WGMSAvl1YzrGg1NIXaZqvKt5p4og9Lc3CyKwhTMZFsONXdF+Xwa+yNHjkhxJu8x+8zX1tbi0Ucfhd/vR319PUwmk2h7ud1uTE1NYW5uDkePHhWmGuvfIpEIZmdn4XK5MDw8DKvVKnA3k+Z1dXW4dOkSSkpKUFVVhcnJSan/Ghsbk1KFVCqF0tJSbGxsIJPJ4OjRozh9+jTcbrcUjTL/SH1FKgJQcspkMknZBo0fHYbq6moMDAxID6enn35aoHzChXQwCNOx/bLD4ZC8bUNDg7Bf0+k0ampqsLW1hZGRESEHFBcX48SJE/Le6rqOZ5555vqNYJiEq66uhqZpWFhYgKZtU11PnToFh8OBcDiM8+fP4/Lly9i7dy9GRkZkAmdh2csvvyxJTz609CKZQ+GkQQ0dFv9VVFQIDp1KpVBUVCQCf/RqODY2NtDW1iaY9vz8vHgepFIS/kin01hZWcHExIT0ViADJRAIYH19HUNDQ2hpacFjjz0mbYlp8Dhp8jwWFxcRDAbF61haWoLb7UZjYyPOnDkDXdd3wEs83kKTBV9aer98Yfm3caJQcy1qJFIozwIULl40GiGub6QPE8JRcyaq4qtKaqDHTuiEiV91v6q3ScyfhA2V7s2ks9/vh9VqRWVlJVwuF7xeL0pLS4UyyvWZEFXxebWCmgyj9fV1ZLNZ6UvCe8KIgEZPPS9uh/tRvWcaEk4U6jp0GlRjw/tXCN7kumpUYnxeeJy7Rb+qYVHvsxoFqYoUNP6szGehtN/v35FQZ5Kf15vXiBAVI5T29naMjIwgHo8jEAhI9EBYh4WHfr8ffX190re+qKgIdXV14tCZTCbcc8896O/vlz42i4uLosLBJHo8Hpe+L2yDnM1mZd6hEnp1dTUGBwdRWloKh8MhaiCUl0kmk6itrUVbWxueeuopRCIRuFwu5HI56cUUi8VQUlICr9crTD9ek+LiYrS0tGBwcBAWiwUVFRXo7e0Vx5ZwOUkelZWVQoLi/MDIMRwOY2NjAxcuXIDH44HP50MgEMDLL78saitWq1UEeXk/1GjYOK6LCKa6ulp/+OGHMTQ0hLGxMeTzeZF/aG9vRyaTwd/93d/hfe97n9TETE9Pw+Vy4a1vfSuy2Sy+9KUvYd++ffD5fLDZbMIwY3jZ1NQkCXomj4lv0zNZXFxEaWmp8MdLS0vFAJWUlMhFZSMfwmakGEYiEXko5+bmJEoizMMWy263W1ga9HzJ5slms8Jsc7vdGB0dFQNJFee/+qu/Qm1trbCpVldXsbS0hCeeeEKKuljpr1J6jZCHOpEYKctqUrqQEGUhA1TI21UNkjECMhqbQvkbRjMcaj6M9GQ1B6NGN+qEXVJS8jr1YQ5j7kRNdHM7KttJPX7Vk+REbjS63Da/V4tdea6qkVOhLj4j/EyFw3jfaFSMfxeKItR9Fvq80PfqKLQN47PE/ZIgwOXUaJDkGgBSg0KHsL6+foeCN6+12+1GMBhEWVkZ5ufnBdZicp4kGybKz507J20+KCXD2hG/34/p6Wkh/1DdwOVy4Z577sHg4CAWFhYwOjoqE7oaUdG7V/vZk45PA8RnPxQKIRAISBV8ZWUl4vG4dKGMxWLQdR01NTXibNAx2NjYkA6dIyMjEgED25HxTTfdhM7OTpSUlKCurg7f/OY3RRbL7Xajv79fagNbWlpw8uRJVFdXY2ZmRt4BOtjBYBDd3d3I5bZVlynflc9va9QdPHgQzz//vFwPs3lbu8ztdl/fYpfNzc36r/7qr6K3txeHDx8WOEzTNHzzm9/E3r17cfjwYfT19cmDnMlkcNttt+H06dOSZ2DXN1a/ElKhx0qdISqPMi8yMzOD0tJSuN1uKfB0uVzIZDLSTdJut8uLPTY2hrW1NVRWVmJlZQX5fB4+n29HxBCLxRAIBIQVw5eF1cSUo9ja2kI8HofX68Xo6CjC4TCWl5dx5513IpFIwOv1inHr6elBPn+1VTOF6eLxOKampkTKY3p6Gt3d3eJ1AduwHx8MTj4qHZYTFidnQoSkrvIzoHAy+FpsK9VYqCyrQl6uOgrlATg5q5XyZNUwScnPeC7sH8Jt8jd/OOnRSOXzeZHvoNECXt8IjEM10PxbzVdwGX5GeSJ1EgGww3jwHqkTtGo8VGNzrWtuvPbGCES9l+ryhRhju8FmauSibpPXkVGeGt243W6sr68jGAxia2sLyWQSdrsdXq9XVC/o3JHeThXj/v5+vOUtb0EqlUJtbS02NzcFQmYPqGg0KrAZZWVYShAKhUQlmDDUW97yFnznO9/B/v37sb6+juPHj0vzLuZEbDYb5ubmhCCUTqelSyXl+xkFUbtrc3MTwWAQvb29Ar9ubm4iEAgIOYCyVQ0NDTh37py0OmZ9S0VFBaanp5HNZhEMBoWs0tzcjOnpaYTDYWGpWa1WxONxlJaWYnJyEj6fTxztra0tYZD5/X65TzfffDMcDgdOnDghc1JHRwc6OztRVFSEmpoauFwunD59WuYFOurJZBJWq3XXhmPXBURGcbjbb78dAEQOQtM0HDx4EB6PB/Pz84KNptNpdHR0YGZmBiUlJYhGo9JljT1U2LeAySteeJNpW+uLkBl1zFRIjVgxyQU8Rt4kYpsM8YeGhoQmm0wmd1CVmRzO5/PC7mBrZHLsHQ6HQC+rq6uIRCLijdG40JgQjx0fH0djYyNOnz4NXddRWloqtRF8EZaXl+W46eWryWjVINDgGCcWQm6F6ma4nPq3MaoxTkhGw2SMXNRoR/WC+R3XUeG6jY0NmdBIZ6bB5Hkxd6NW+nObjE5UKJHSHzQ4fA74m8fE7apRolo/ws85GI3wO0Yd3La6HTUpz9/GbasEDkJpahRhjB4L3RP1M9UQGj9X77Hxb3UdVVuNjgDPjce0urqKUCgk6gEWiwXl5eUYHx+XCJXFw2RJEVZ+y1vegng8LkrEk5OT2LdvnyTR6UQmk0lUVlZienpaIhtN03Dx4kUUFxcLvF5dXY36+npUVVXJ/UkkEgiFQuju7hbiBXXFbDYbenp6RK5J13V5hwld8z3M5XJSAd/U1ITu7m44nU5xEDKZDPx+P6qrq7G4uAhgW0etv79fWgOMj49LREKmY1VVlfRwyefzonKsStYw72y328XwUjmbyE1JSQl8Ph/Onj0LXd8u3qyqqsL58+cxOTmJjo4OOJ1OdHd3i6I8nSnmdq77Opjy8nL9E5/4hNBR+/r6RKNKrZxndT/D1PX1dQmzNW27UyV7XhMOKS8vly6RnEzYT2FlZQV+v188XLLZiHOzex8LLc1ms9SvmM3bYngUt2PPmJKSEgk/w+GwFI6aTKYduSVKe3s8HhHMIxat8uR1XRcMlsluXdfFO3v66acRDAYRi8VEGieTyWB9fR0bGxt47bXXhO2xuroqkI8qkGmciICr8vnqxKAaBQ6jN6wW3e02qV2LEMDJiJMuP1NrMdQkuHGSUz/jepzw1MmSk7Caj+G+gasRjtE75zb5+W4MOx6LepwqnZjXxwhrqUQFo1G+llFQo53doDB1gleH0Skwrs/IUY1g1e9VQ2KMdBkJctInMkHKL5mXkUhEomx69ozW0+m05GYikQjq6upw7NgxdHZ2wuVyYXZ2FpFIBCaTSeSH6GHzveEzMzIygr1798ock0ql8NGPfhTT09N47bXXUFlZKTqHhGABCDuLnVk7OjqwurqKnp4etLS0iMwUDU4wGBTF5JKSEpSVlYm6CFUBtra2EAqFJC9XUVGBu+++G9/61rdQUlKCmpoazMzMyPnQgQiFQuJU6bouQp8rKytChWadUH19vQjNMppidFxUVIRDhw7h0UcfFaO4b98+DA0NCYW6oaFBtm0kQpGhC+D6pilTZ4dyIIFAQFoYs/VnIBCQJNPp06fh8/nEw/d4PAgGgxIhTE5Owu124+jRozh58iSy2Sxqa2uFQsyXnBdbFaJkcRQ9SLPZLNCV2rSJCf3S0lKcOXMG7e3t0LRt2RhSqePxOMrLy8Wz4SRGT4oTSUVFhRgz5nko73327FmRVCdBgMlGXddx//33I5PJ4LOf/Sz+y3/5LxgcHISu67h06RL8fj+ampowMzMj6qj0HtWErqZpolNFiEaNWlQoxujNqlCVCpMZIxt1GTU/oC7HyZ3XhUlprqdGLurEqnpQfAl5rVW2Erelrk+aqOr1qzkUdUJWz1s9T9XbB7Y9eCa0VUPJ7alG2Liu0TgXgrOM94KGqhAUpt4XI+RmPB/V4Buhs92q+jkZq/dChcU4Ueu6LvBQOByGpmmin+X1epFKpZDJZFBWVib5C5/Ph6mpKdTX12N2dhatra0IBAKIRCLo6+uDybTdTDCX21bIYKdIohEej0c8+VAohIGBATz44IMYGhrC2toalpaWcPfdd+Py5cvo6elBdXW1OJo0qna7HefPn5c2AMzzzs/PY3Z2FnV1dUin01LIq+s6ysvLsby8DF3XhVna19cnzvHc3BxsNhsqKytx+fJlBINBSdCfPn0ad9xxByYnJzE5OYmlpSUcPHgQyWQSKysrkj+h4SOspmnbassk+rAYkvA8BUOpPEJx3aeeegrBYBAbGxvYs2cPnnjiCZSVlcHlcqG2thbj4+Mwm7cltJaXl2WOokQXczW7jetCTRmA3MBcLifidsvLy9IJklXf09PT8Pv9O8I99okm7EQhtxMnTuDMmTPIZrNYXl4WkTlqkLGjJRv4EN4g9bioqAjj4+PyN0kBTLhTdjsajcoNJ7Mjl8uJ2gBxZE6c1NTihEaFAYbi7CkxMzODeDyOiYkJmcyZHKTXzYZjfIEYwtrtdqFVs7pYzSEwyiO1k8ZU9To5Mahev+pZqxMZcyNGz11dnv8bJ02V3cTP1IJHI0yjrsP8BaMPfq4ub8zxGJlz6nLqcXJZ9TzUc+Q1omE0XivVUBmjKmPUwO9USrL6uTqMkZ/x3vA68J4WiqbU8zaen3qdjOejGmBN03YUofKcGDFo2nYHWn5eUlICt9uNdDqNmZkZ5PN5HDx4UNh2zBEAQGNjI0pKStDS0oLp6WnY7XbU1taisrISe/fuBbAtAcV9MDdBnTun0ymT/qFDhzA7O4vi4mLMzMxI+4jKykokEgkMDAzA7/djbW0N09PTQvtmi4KioiKEw2HcdNNNIrhbVFSElpYWQVEikQgsFouQk1ZXVyVPks1mEY1GBQZj4n54eBjRaBQOhwM1NTW4ePEilpeXsXfvXsTjcVEyHh8fF/mp6elp2Gw2kcYZGRmR/Nba2hrW19dFW7GoqEi0+2w2m/wuLS3dUQxqs9mkyJWinO3t7eL0E+GhyjvRGhaeq6xN47guDAwLwYqLi+H1ehGPx6Xeo7q6WkQveXO2trbgdrvh9/t3dHV79dVXMTQ0hLq6OszNzUniMBAISFItm83C7/cLnZiFVpRgAIC2tjY4HA6MjY2J0ipps2wGpOs6JiYmYLVaEYlEMD8/Ly/c8vIyXC6X4NA0MF6vFx6PRwovKyoqRFuIlf+kPlKfiElg1jkQ0mGil0bpgx/8INbW1hCNRuFyuaQoyul0wufzoa6uTnqKU71VnWTo9atsK9WTVSEk1VAxiuT6NLTA1YlQzYFw8uQ+1GiAnrgKaRGr5oRJyIv0ZBp/4Gp/eOD1lF1unz+kwaqwEidPdWItBMXRu1XPgV4d983jUiMjQmqF2HzGnBDHbrCVeu3UqEc9T6NxMRqWQganEAwHXGXW8Ry4nLoPPte8jhaLRYohrVarNOsiEaejowMXL15EMBgUaj+LlwcHB1FcXIzx8XG0tbVh7969Iu/S1dWFiYkJOJ1OyYOwDGBychI1NTWw2WyoqKiA1+vFs88+i5deegl1dXUoKyvDuXPnsG/fPthsNkxNTeHQoUPQNA2hUEhasZPGPDU1JXAdHYDz58/DarVieXkZTqcTmUwGc3NzaG5uFtgtGAzi7rvvxpkzZwQ1GRkZEeeSUZWmaVKszQZwp06dEkibmogkMNAY+3w+DA0NCZHHYrGgp6cHTU1NCIVCcr/JUAMAl8uF8vJytLa2oqurC88884x0r3S5XBgfH0cgEEBrayvS6TSee+45oV9TtTmTyYhzTLiMwUGhcV0YGE4spPOSJRWJRMQbYd+VoaEh+P1+tLS0SF+KfD6Pubk57N+/H+3t7Zifn8fKygrsdjsOHz4sDw3zDuzVksvlpDMfmRaU8KdExfLyMgBgaWkJLpdLIimG5IlEAlNTU9JFk14Hw1K2f+UEzDyIyt6iUrPD4RCvkxW1paWlOHbsmBAamFQjzZlkiKKiIhw9ehTAVYOdy+WEEUdoj9Ip6+vrMJlMUhXPh0VNMHO7KkRUKKrhsjSm6vechDm4rArVqMbMOMEaJ2h1AlMpxMZJms+VOsGqkJsKwxnzT4W8eXXSZc6BDgCJE/TeOfEaozf1OHgMapLeaNDU38bjKARbGo2WMVIyGht1m6ozoJIbVEPC/bIeCbgawan7owHnsw1AJJYo3VJfXy9QNvuVqOuGQiHZdjQahc1mw7lz57C1td2PhLp1NE5FRUWYmJhAfX09Ll68iLW1NYyOjmJ9fR2nTp1CKBSSZn/V1dXyTno8HnR3d2NrawvLy8uwWq3SRXNqagrFxcVYWVmR/CiZnbFYTM6PopaMePL57SLJkydPSnRAJprFYkFtba1owun6tgTQ1NQU2trasLa2hu7uboRCIdTW1sJms6GqqgqhUEiQC6p+sJtmPp/H1NSUCJ06HA5h1hHR4fsdiUSQSqUkH0Qx0PPnz0PXdZHiunTpksxD+fx2Z0060Czh4DN/rXFdGBgWTtFz7enpQSgUQkVFhfSpn56eBgDs379fMFi73Y4LFy5gaWkJ1dXVot1FrS7mbFZWVqSamh4AXwBGF2RkrKysYH5+XrrG5fN5dHd3i/djNpvxla98BdlsFisrK0KVnJ2dRT6fh9vtxsjICPr7++F0OnH69GnpFUEPyGq1SlUv2UtutxuapskDzn73ZWVlePXVV7F//37xqhwOB4aGhgBAGjFxEohGo+JJHjt2DE6nU4oEy8vLUVFRga2tLTQ1NUmLAtb9qMlQDvUztdCNbaVJ4zTCVepEyuiPBkqNWmiYuN3i4mJhuBAKINWczwcAedm4Pb5oKlRknNyNOQkegxrF8MdoeIzwoMlkkkmOeTHm3pjHU+tyVIhM/VFzNMb8VSHoDtiZI9kNBlRhLCPsZtyful0ONVGvwpTMcfH41AJXRrCU+mE0S+Fak2mbol1bW4tYLIaioiKh3wIQSR/C4+Pj4zh8+DDe/OY347777oPP54OmbeeDYrEYPB4PLl26JGywhoYGkW1KJpNYW1vDl7/8ZdTW1sJqteK73/0uHnroIWFV0YGjSjEAgbZYJzczMyPqymNjYwI9UyFkZmZG3rnR0VF4PB4cO3YM586dw+LiIurr63H27FlMTk6itLRU5qRQKCQinWtra7jtttswOzsrLZ3ZojqX25bpZxfKYDAoBimRSMBisWBychL5/LZAqMfjwfr6OqanpyW/TCf8yJEjeOKJJzAwMCAdKkOhEF588UWYzWaprTtx4oTcO0KEhBVXV1fhcDjEebbb7VILVGhcFyyy6upq/X/8j/8hnlE0GoWu61LQxCQ9vWEmBy9evCgTr67rSKfT0ivaarViY2NDquWJwZJqx54HuVxORC4ptVJRUSETLsN7hqBq4zE+YOTaz87OYmlpSSKN4eFhYXixKpZKAgCkHmdhYQHl5eVYX1/H+fPnsW/fPoyMjMDpdKKyshLJZBI9PT04evSoaKZRF4u5BNKXSUnmS5LL5aTydmRkRCbpVCqFxcVFzM3NYX5+fkc0yAmJk7YxhwBc1XOj0aAB4YRGSMxIueXyat0IIws1Oc9nQY0qjJRXDk6Uhep0+L0K8xmpvqqHrybE+b0a/ahUYuCqEQiFQlheXhbatHrNuBxzc6QSF5r41fMyJuWNBAf12hjZbGpkWSiPoy5njISMESS3QwYjo1T1fnJdtakWoeTa2lphUDqdTkxPTwvEEo/Hpcp8Y2MDHo9HiicPHToEu92Om266Cc8++6zcX0rlU22D3WqBq91o4/E4ent7UVpaKnRoMtRcLhceeOABiQAWFxfh8/mwurqKycnJHazPlpYWaUrI+hdGIxsbG7jjjjukGLGkpESkaohAkG5MKDuX224RMjY2JgKubE+QSCRQVVUlxdNvetOb8OSTT0q5w5EjR9DX1wdgu7CT0D7RGr/fj7m5OSHr0KFuaGiA0+nEyZMnRSG+vr4e+XwePT098Pv9ktg/f/68OJUUwczn81JqwTmMOWwWkD/xxBPXb6GlpmmLADIAdgfz3pgjgBvn/JMyfhLP+yfxnIGfzPOu1nU9aPzwujAwAKBp2tlCFvCNPG6c80/O+Ek875/EcwZ+cs+70LgucjA3xo1xY9wYN8Ybb9wwMDfGjXFj3Bg3xo9kXE8G5m9+3AfwYxg3zvknZ/wknvdP4jkDP7nn/bpx3eRgbowb48a4MW6MN9a4niKYG+PGuDFujBvjDTRuGJgb48a4MW6MG+NHMn7sBkbTtPs0TevXNG1I07Tf/nEfz3/k0DTtbzVNW9A0rVv5zKdp2jOapg1e+e298rmmadr/d+U6XNQ07eCP78j/7UPTtEpN057XNK1X07QeTdN+/crnb9jz1jTNqmnaa5qmdV055z+48nmtpmmnr5zbP2maZrnyecmV/4eufF/zYz2Bf8fQNM2sadp5TdMev/L/T8I5j2madknTtAuapp298tkb9vn+94wfq4HRNM0M4AsA3gqgFcD/o2la64/zmP6Dx1cB3Gf47LcBPKfreiOA5678D2xfg8YrPx8B8Ff/Scf4Hz22APymruutAI4C+JUr9/SNfN7rAO7Sdb0DwH4A92madhTAZwA8pOt6A4BlAB++svyHASxf+fyhK8v93zp+HcBl5f+fhHMGgOO6ru9X6l3eyM/3v32ouk3/2T8AjgF4Wvn/dwD8zo/zmH4E51gDoFv5vx9A5MrfEQD9V/7+XwD+n0LL/d/8A+ARAPf+pJw3ADuAcwBuxnY1d9GVz+VZB/A0gGNX/i66spz24z72f8O5RrE9md4F4HEA2hv9nK8c/xiAgOGzn4jn+1/78+OGyCoATCr/T1357I08ynRdn73y9xwAdut5w12LKzDIAQCn8QY/7ytQ0QUACwCeATAMIKHr+taVRdTzknO+8n0SgP8/9YD/Y8bnAPwWAIqX+fHGP2cA0AF8T9O0Tk3TPnLlszf08/1vHddFR8uf1KHruq5p2huSJ65pmhPAtwD8d13XV1SxxTfieeu6ngOwX9M0D4DvAGj58R7Rj3ZomvY2AAu6rndqmnbnj/lw/rPHbbquT2uaFgLwjKZpfeqXb8Tn+986ftwRzDSASuX/6JXP3shjXtO0CABc+b1w5fM3zLXQNK0Y28blG7quf/vKx2/48wYAXdcTAJ7HNjzk0TSNTpx6XnLOV753A1j6zz3Sf/e4FcCDmqaNAfhHbMNkf4E39jkDAHRdn77yewHbzsQR/IQ83//a8eM2MGcANF5hnlgA/BcAj/6Yj+lHPR4F8MErf38Q2zkKfv6BK6yTowCSSsj9f83QtkOVLwO4rOv6Z5Wv3rDnrWla8ErkAk3TbNjOOV3GtqF5z5XFjOfMa/EeAN/XrwD0/7cMXdd/R9f1qK7rNdh+b7+v6/rP4g18zgCgaZpD0zQX/wbwZgDdeAM/3/+u8eNOAgG4H8AAtjHr3/txH89/8Ln9A4BZAJvYxl4/jG3c+TkAgwCeBeC7sqyGbUbdMIBLAG76cR//v/Gcb8M2Rn0RwIUrP/e/kc8bQDuA81fOuRvAJ698XgfgNQBDAB4GUHLlc+uV/4eufF/34z6Hf+f53wng8Z+Ec75yfl1Xfno4Z72Rn+9/z88NqZgb48a4MW6MG+NHMn7cENmNcWPcGDfGjfEGHTcMzI1xY9wYN8aN8SMZNwzMjXFj3Bg3xo3xIxk3DMyNcWPcGDfGjfEjGTcMzI1xY9wYN8aN8SMZNwzMjXFj3Bg3xo3xIxk3DMyNcWPcGDfGjfEjGf9/ivPAVxmz80sAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "graying=img_as_ubyte(color.rgb2gray(img)) #将double的灰度值,转化为uint8的灰度值\n",
    "show(graying)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [],
   "source": [
    "def gray2color(imag):\n",
    "    n,m=imag.shape\n",
    "    label=np.zeros([n,m,3])\n",
    "    L=255\n",
    "    for i in range(imag.shape[0]):\n",
    "        for j in range(imag.shape[1]):\n",
    "            if imag[i,j]<L/2:\n",
    "                label[i,j,0]=0\n",
    "            elif imag[i,j]>L/4*3:\n",
    "                label[i,j,0]=L\n",
    "            else:\n",
    "                label[i,j,0]=4*imag[i,j]-2*L\n",
    "                \n",
    "            if imag[i,j]<L/4:\n",
    "                label[i,j,1]=4*imag[i,j]\n",
    "            elif imag[i,j]>L/4*3:\n",
    "                label[i,j,1]=4*L-4*imag[i,j]\n",
    "            else:\n",
    "                label[i,j,1]=L\n",
    "                \n",
    "            if imag[i,j]<L/4:\n",
    "                label[i,j,2]=L\n",
    "            elif imag[i,j]>L/2:\n",
    "                label[i,j,2]=0\n",
    "            else:\n",
    "                label[i,j,2]=2*L-4*imag[i,j]\n",
    "                \n",
    "    return label"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\ProgramData\\Anaconda3\\envs\\TF_2C\\lib\\site-packages\\skimage\\io\\_plugins\\matplotlib_plugin.py:150: UserWarning: Float image out of standard range; displaying image with stretched contrast.\n",
      "  lo, hi, cmap = _get_display_range(image)\n",
      "Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "a=gray2color(graying)\n",
    "show(a)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "TF_GPU",
   "language": "python",
   "name": "tf_gpu"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.6.13"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
